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ORCIDBibTeX records: Tie-Yan Liu
@inproceedings{DBLP:conf/aaai/000300LB24,
author = {Xu Tan and
Tao Qin and
Jiang Bian and
Tie{-}Yan Liu and
Yoshua Bengio},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Regeneration Learning: {A} Learning Paradigm for Data Generation},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {22614--22622},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30271},
doi = {10.1609/AAAI.V38I20.30271},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/000300LB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09560,
author = {He Zhang and
Chang Liu and
Zun Wang and
Xinran Wei and
Siyuan Liu and
Nanning Zheng and
Bin Shao and
Tie{-}Yan Liu},
title = {Self-Consistency Training for Hamiltonian Prediction},
journal = {CoRR},
volume = {abs/2403.09560},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09560},
doi = {10.48550/ARXIV.2403.09560},
eprinttype = {arXiv},
eprint = {2403.09560},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiZSZWL23,
author = {Zimeng Li and
Shichao Zhu and
Bin Shao and
Xiangxiang Zeng and
Tong Wang and
Tie{-}Yan Liu},
title = {{DSN-DDI:} an accurate and generalized framework for drug-drug interaction
prediction by dual-view representation learning},
journal = {Briefings Bioinform.},
volume = {24},
number = {1},
year = {2023},
url = {https://doi.org/10.1093/bib/bbac597},
doi = {10.1093/BIB/BBAC597},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiZSZWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LinWZLXXQL23,
author = {Jiacheng Lin and
Lijun Wu and
Jinhua Zhu and
Xiaobo Liang and
Yingce Xia and
Shufang Xie and
Tao Qin and
Tie{-}Yan Liu},
title = {{R2-DDI:} relation-aware feature refinement for drug-drug interaction
prediction},
journal = {Briefings Bioinform.},
volume = {24},
number = {1},
year = {2023},
url = {https://doi.org/10.1093/bib/bbac576},
doi = {10.1093/BIB/BBAC576},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LinWZLXXQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/XiaoZLLL23,
author = {Mingqing Xiao and
Shuxin Zheng and
Chang Liu and
Zhouchen Lin and
Tie{-}Yan Liu},
title = {Invertible Rescaling Network and Its Extensions},
journal = {Int. J. Comput. Vis.},
volume = {131},
number = {1},
pages = {134--159},
year = {2023},
url = {https://doi.org/10.1007/s11263-022-01688-4},
doi = {10.1007/S11263-022-01688-4},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/XiaoZLLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GongMWWCML23,
author = {Shiqi Gong and
Qi Meng and
Yue Wang and
Lijun Wu and
Wei Chen and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Incorporating {NODE} with pre-trained neural differential operator
for learning dynamics},
journal = {Neurocomputing},
volume = {528},
pages = {48--58},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.01.040},
doi = {10.1016/J.NEUCOM.2023.01.040},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/GongMWWCML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/WangFD0HLCLKDAB23,
author = {Hanchen Wang and
Tianfan Fu and
Yuanqi Du and
Wenhao Gao and
Kexin Huang and
Ziming Liu and
Payal Chandak and
Shengchao Liu and
Peter Van Katwyk and
Andreea Deac and
Anima Anandkumar and
Karianne Bergen and
Carla P. Gomes and
Shirley Ho and
Pushmeet Kohli and
Joan Lasenby and
Jure Leskovec and
Tie{-}Yan Liu and
Arjun Manrai and
Debora S. Marks and
Bharath Ramsundar and
Le Song and
Jimeng Sun and
Jian Tang and
Petar Velickovic and
Max Welling and
Linfeng Zhang and
Connor W. Coley and
Yoshua Bengio and
Marinka Zitnik},
title = {Scientific discovery in the age of artificial intelligence},
journal = {Nat.},
volume = {620},
number = {7972},
pages = {47--60},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06221-2},
doi = {10.1038/S41586-023-06221-2},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/WangFD0HLCLKDAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhuXWDZQLL23,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Jiajun Deng and
Wengang Zhou and
Tao Qin and
Tie{-}Yan Liu and
Houqiang Li},
title = {Masked Contrastive Representation Learning for Reinforcement Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {3},
pages = {3421--3433},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3176413},
doi = {10.1109/TPAMI.2022.3176413},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhuXWDZQLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XiaoWGLZQL23,
author = {Yisheng Xiao and
Lijun Wu and
Junliang Guo and
Juntao Li and
Min Zhang and
Tao Qin and
Tie{-}Yan Liu},
title = {A Survey on Non-Autoregressive Generation for Neural Machine Translation
and Beyond},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {11407--11427},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3277122},
doi = {10.1109/TPAMI.2023.3277122},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/XiaoWGLZQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GongHM0ZCMNL23,
author = {Shiqi Gong and
Peiyan Hu and
Qi Meng and
Yue Wang and
Rongchan Zhu and
Bingguang Chen and
Zhiming Ma and
Hao Ni and
Tie{-}Yan Liu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Deep Latent Regularity Network for Modeling Stochastic Partial Differential
Equations},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {7740--7747},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i6.25938},
doi = {10.1609/AAAI.V37I6.25938},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GongHM0ZCMNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LengTLSWLQLL23,
author = {Yichong Leng and
Xu Tan and
Wenjie Liu and
Kaitao Song and
Rui Wang and
Xiang{-}Yang Li and
Tao Qin and
Edward Lin and
Tie{-}Yan Liu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {SoftCorrect: Error Correction with Soft Detection for Automatic Speech
Recognition},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13034--13042},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26531},
doi = {10.1609/AAAI.V37I11.26531},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LengTLSWLQLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoXWLQLZ23,
author = {Yisheng Xiao and
Ruiyang Xu and
Lijun Wu and
Juntao Li and
Tao Qin and
Tie{-}Yan Liu and
Min Zhang},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {{AMOM:} Adaptive Masking over Masking for Conditional Masked Language
Model},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {13789--13797},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i11.26615},
doi = {10.1609/AAAI.V37I11.26615},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XiaoXWLQLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiuZXW0QZL23,
author = {Zequn Liu and
Wei Zhang and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Tao Qin and
Ming Zhang and
Tie{-}Yan Liu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {MolXPT: Wrapping Molecules with Text for Generative Pre-training},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 2: Short Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {1606--1616},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-short.138},
doi = {10.18653/V1/2023.ACL-SHORT.138},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LiuZXW0QZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZengWLG0TQL23,
author = {Zixin Zeng and
Rui Wang and
Yichong Leng and
Junliang Guo and
Shufang Xie and
Xu Tan and
Tao Qin and
Tie{-}Yan Liu},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Extract and Attend: Improving Entity Translation in Neural Machine
Translation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {1697--1710},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.107},
doi = {10.18653/V1/2023.FINDINGS-ACL.107},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZengWLG0TQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HeLSGZ0WL23,
author = {Di He and
Shanda Li and
Wenlei Shi and
Xiaotian Gao and
Jia Zhang and
Jiang Bian and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Learning Physics-Informed Neural Networks without Stacked Back-propagation},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {3034--3047},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/he23a.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/HeLSGZ0WL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Geng0XWQ000L23,
author = {Zijie Geng and
Shufang Xie and
Yingce Xia and
Lijun Wu and
Tao Qin and
Jie Wang and
Yongdong Zhang and
Feng Wu and
Tie{-}Yan Liu},
title = {De Novo Molecular Generation via Connection-aware Motif Mining},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Q\_Jexl8-qDi},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Geng0XWQ000L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LuoCXZL0H23,
author = {Shengjie Luo and
Tianlang Chen and
Yixian Xu and
Shuxin Zheng and
Tie{-}Yan Liu and
Liwei Wang and
Di He},
title = {One Transformer Can Understand Both 2D {\&} 3D Molecular Data},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=vZTp1oPV3PC},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LuoCXZL0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuWWQZLL23,
author = {Jinhua Zhu and
Yue Wang and
Lijun Wu and
Tao Qin and
Wengang Zhou and
Tie{-}Yan Liu and
Houqiang Li},
title = {Making Better Decision by Directly Planning in Continuous Control},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=r8Mu7idxyF},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuWWQZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuWWX0MWQZLL23,
author = {Jinhua Zhu and
Kehan Wu and
Bohan Wang and
Yingce Xia and
Shufang Xie and
Qi Meng and
Lijun Wu and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {{\unicode{119978}}-GNN: incorporating ring priors into molecular modeling},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=5cFfz6yMVPU},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuWWX0MWQZLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangSM0GZL23,
author = {Xinquan Huang and
Wenlei Shi and
Qi Meng and
Yue Wang and
Xiaotian Gao and
Jia Zhang and
Tie{-}Yan Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {NeuralStagger: Accelerating Physics-constrained Neural {PDE} Solver
with Spatial-temporal Decomposition},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {13993--14006},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/huang23m.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HuangSM0GZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuX0XTMSQZL23,
author = {Guoqing Liu and
Di Xue and
Shufang Xie and
Yingce Xia and
Austin Tripp and
Krzysztof Maziarz and
Marwin H. S. Segler and
Tao Qin and
Zongzhang Zhang and
Tie{-}Yan Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Retrosynthetic Planning with Dual Value Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {22266--22276},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23as.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiuX0XTMSQZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoWZPXH0QL0L23,
author = {Kaiyuan Gao and
Lijun Wu and
Jinhua Zhu and
Tianbo Peng and
Yingce Xia and
Liang He and
Shufang Xie and
Tao Qin and
Haiguang Liu and
Kun He and
Tie{-}Yan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Pre-training Antibody Language Models for Antigen-Specific Computational
Antibody Design},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {506--517},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599468},
doi = {10.1145/3580305.3599468},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GaoWZPXH0QL0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ye0CA00LWL23,
author = {Hangting Ye and
Zhining Liu and
Wei Cao and
Amir M. Amiri and
Jiang Bian and
Yi Chang and
Jon D. Lurie and
Jim Weinstein and
Tie{-}Yan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Web-based Long-term Spine Treatment Outcome Forecasting},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3082--3092},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599545},
doi = {10.1145/3580305.3599545},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Ye0CA00LWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuXW0ZQLL23,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Wengang Zhou and
Tao Qin and
Houqiang Li and
Tie{-}Yan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Dual-view Molecular Pre-training},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {3615--3627},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599317},
doi = {10.1145/3580305.3599317},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuXW0ZQLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FangTRL00L00L23,
author = {Yuchen Fang and
Zhenggang Tang and
Kan Ren and
Weiqing Liu and
Li Zhao and
Jiang Bian and
Dongsheng Li and
Weinan Zhang and
Yong Yu and
Tie{-}Yan Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order
Execution in Finance},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {4003--4012},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599856},
doi = {10.1145/3580305.3599856},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FangTRL00L00L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PeiGWZX000L023,
author = {Qizhi Pei and
Kaiyuan Gao and
Lijun Wu and
Jinhua Zhu and
Yingce Xia and
Shufang Xie and
Tao Qin and
Kun He and
Tie{-}Yan Liu and
Rui Yan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FABind: Fast and Accurate Protein-Ligand Binding},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/aee1de5f335558b546b7e58c380be087-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PeiGWZX000L023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLWS0L23,
author = {Yusong Wang and
Shaoning Li and
Tong Wang and
Bin Shao and
Nanning Zheng and
Tie{-}Yan Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Geometric Transformer with Interatomic Positional Encoding},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/aee2f03ecb2b2c1ea55a43946b651cfd-Abstract-Conference.html},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangLWS0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08846,
author = {Xu Tan and
Tao Qin and
Jiang Bian and
Tie{-}Yan Liu and
Yoshua Bengio},
title = {Regeneration Learning: {A} Learning Paradigm for Data Generation},
journal = {CoRR},
volume = {abs/2301.08846},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08846},
doi = {10.48550/ARXIV.2301.08846},
eprinttype = {arXiv},
eprint = {2301.08846},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-13755,
author = {Guoqing Liu and
Di Xue and
Shufang Xie and
Yingce Xia and
Austin Tripp and
Krzysztof Maziarz and
Marwin H. S. Segler and
Tao Qin and
Zongzhang Zhang and
Tie{-}Yan Liu},
title = {Retrosynthetic Planning with Dual Value Networks},
journal = {CoRR},
volume = {abs/2301.13755},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.13755},
doi = {10.48550/ARXIV.2301.13755},
eprinttype = {arXiv},
eprint = {2301.13755},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-13755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01129,
author = {Zijie Geng and
Shufang Xie and
Yingce Xia and
Lijun Wu and
Tao Qin and
Jie Wang and
Yongdong Zhang and
Feng Wu and
Tie{-}Yan Liu},
title = {De Novo Molecular Generation via Connection-aware Motif Mining},
journal = {CoRR},
volume = {abs/2302.01129},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01129},
doi = {10.48550/ARXIV.2302.01129},
eprinttype = {arXiv},
eprint = {2302.01129},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05104,
author = {Rui Zhang and
Qi Meng and
Rongchan Zhu and
Yue Wang and
Wenlei Shi and
Shihua Zhang and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Monte Carlo Neural Operator for Learning PDEs via Probabilistic Representation},
journal = {CoRR},
volume = {abs/2302.05104},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05104},
doi = {10.48550/ARXIV.2302.05104},
eprinttype = {arXiv},
eprint = {2302.05104},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10255,
author = {Xinquan Huang and
Wenlei Shi and
Qi Meng and
Yue Wang and
Xiaotian Gao and
Jia Zhang and
Tie{-}Yan Liu},
title = {NeuralStagger: accelerating physics-constrained neural {PDE} solver
with spatial-temporal decomposition},
journal = {CoRR},
volume = {abs/2302.10255},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10255},
doi = {10.48550/ARXIV.2302.10255},
eprinttype = {arXiv},
eprint = {2302.10255},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10688,
author = {Zequn Liu and
Wei Zhang and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Tao Qin and
Ming Zhang and
Tie{-}Yan Liu},
title = {MolXPT: Wrapping Molecules with Text for Generative Pre-training},
journal = {CoRR},
volume = {abs/2305.10688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10688},
doi = {10.48550/ARXIV.2305.10688},
eprinttype = {arXiv},
eprint = {2305.10688},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02242,
author = {Zixin Zeng and
Rui Wang and
Yichong Leng and
Junliang Guo and
Xu Tan and
Tao Qin and
Tie{-}Yan Liu},
title = {Extract and Attend: Improving Entity Translation in Neural Machine
Translation},
journal = {CoRR},
volume = {abs/2306.02242},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02242},
doi = {10.48550/ARXIV.2306.02242},
eprinttype = {arXiv},
eprint = {2306.02242},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05445,
author = {Shuxin Zheng and
Jiyan He and
Chang Liu and
Yu Shi and
Ziheng Lu and
Weitao Feng and
Fusong Ju and
Jiaxi Wang and
Jianwei Zhu and
Yaosen Min and
He Zhang and
Shidi Tang and
Hongxia Hao and
Peiran Jin and
Chi Chen and
Frank No{\'{e}} and
Haiguang Liu and
Tie{-}Yan Liu},
title = {Towards Predicting Equilibrium Distributions for Molecular Systems
with Deep Learning},
journal = {CoRR},
volume = {abs/2306.05445},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05445},
doi = {10.48550/ARXIV.2306.05445},
eprinttype = {arXiv},
eprint = {2306.05445},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03119,
author = {Yuchen Fang and
Zhenggang Tang and
Kan Ren and
Weiqing Liu and
Li Zhao and
Jiang Bian and
Dongsheng Li and
Weinan Zhang and
Yong Yu and
Tie{-}Yan Liu},
title = {Learning Multi-Agent Intention-Aware Communication for Optimal Multi-Order
Execution in Finance},
journal = {CoRR},
volume = {abs/2307.03119},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03119},
doi = {10.48550/ARXIV.2307.03119},
eprinttype = {arXiv},
eprint = {2307.03119},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06763,
author = {Qizhi Pei and
Kaiyuan Gao and
Lijun Wu and
Jinhua Zhu and
Yingce Xia and
Shufang Xie and
Tao Qin and
Kun He and
Tie{-}Yan Liu and
Rui Yan},
title = {FABind: Fast and Accurate Protein-Ligand Binding},
journal = {CoRR},
volume = {abs/2310.06763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06763},
doi = {10.48550/ARXIV.2310.06763},
eprinttype = {arXiv},
eprint = {2310.06763},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiuWDHSYZLW22,
author = {Siyuan Liu and
Yusong Wang and
Yifan Deng and
Liang He and
Bin Shao and
Jian Yin and
Nanning Zheng and
Tie{-}Yan Liu and
Tong Wang},
title = {Improved drug-target interaction prediction with intermolecular graph
transformer},
journal = {Briefings Bioinform.},
volume = {23},
number = {5},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac162},
doi = {10.1093/BIB/BBAC162},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/LiuWDHSYZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LuoSXQZPL22,
author = {Renqian Luo and
Liai Sun and
Yingce Xia and
Tao Qin and
Sheng Zhang and
Hoifung Poon and
Tie{-}Yan Liu},
title = {BioGPT: generative pre-trained transformer for biomedical text generation
and mining},
journal = {Briefings Bioinform.},
volume = {23},
number = {6},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac409},
doi = {10.1093/BIB/BBAC409},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LuoSXQZPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/WuYZWHXXQL22,
author = {Lijun Wu and
Chengcan Yin and
Jinhua Zhu and
Zhen Wu and
Liang He and
Yingce Xia and
Shufang Xie and
Tao Qin and
Tie{-}Yan Liu},
title = {SPRoBERTa: protein embedding learning with local fragment modeling},
journal = {Briefings Bioinform.},
volume = {23},
number = {6},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac401},
doi = {10.1093/BIB/BBAC401},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/WuYZWHXXQL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/HouXWXFZQL22,
author = {Yutai Hou and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Yang Fan and
Jinhua Zhu and
Tao Qin and
Tie{-}Yan Liu},
title = {Discovering drug-target interaction knowledge from biomedical literature},
journal = {Bioinform.},
volume = {38},
number = {22},
pages = {5100--5107},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btac648},
doi = {10.1093/BIOINFORMATICS/BTAC648},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/HouXWXFZQL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhangYYCL22,
author = {Huishuai Zhang and
Da Yu and
Mingyang Yi and
Wei Chen and
Tie{-}Yan Liu},
title = {Stabilize deep ResNet with a sharp scaling factor {\(\tau\)}},
journal = {Mach. Learn.},
volume = {111},
number = {9},
pages = {3359--3392},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06192-x},
doi = {10.1007/S10994-022-06192-X},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhangYYCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/LiangWLQZL22,
author = {Xiaobo Liang and
Lijun Wu and
Juntao Li and
Tao Qin and
Min Zhang and
Tie{-}Yan Liu},
title = {Multi-Teacher Distillation With Single Model for Neural Machine Translation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {30},
pages = {992--1002},
year = {2022},
url = {https://doi.org/10.1109/TASLP.2022.3153264},
doi = {10.1109/TASLP.2022.3153264},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/LiangWLQZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/YangWZSLL22,
author = {Bo Yang and
Lijun Wu and
Jinhua Zhu and
Bo Shao and
Xiaola Lin and
Tie{-}Yan Liu},
title = {Multimodal Sentiment Analysis With Two-Phase Multi-Task Learning},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {30},
pages = {2015--2024},
year = {2022},
url = {https://doi.org/10.1109/TASLP.2022.3178204},
doi = {10.1109/TASLP.2022.3178204},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/YangWZSLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/HeSXLLCX22,
author = {Liang He and
Bin Shao and
Yanghua Xiao and
Yatao Li and
Tie{-}Yan Liu and
Enhong Chen and
Huanhuan Xia},
title = {Neurally-Guided Semantic Navigation in Knowledge Graph},
journal = {{IEEE} Trans. Big Data},
volume = {8},
number = {3},
pages = {607--615},
year = {2022},
url = {https://doi.org/10.1109/TBDATA.2018.2805363},
doi = {10.1109/TBDATA.2018.2805363},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/HeSXLLCX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ZhuXLWXWWQZLLL22,
author = {Jinhua Zhu and
Yingce Xia and
Chang Liu and
Lijun Wu and
Shufang Xie and
Yusong Wang and
Tong Wang and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Haiguang Liu and
Tie{-}Yan Liu},
title = {Direct Molecular Conformation Generation},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=lCPOHiztuw},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmlr/ZhuXLWXWWQZLLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/00300TF0LY22,
author = {Chang Liu and
Xu Tan and
Chongyang Tao and
Zhenxin Fu and
Dongyan Zhao and
Tie{-}Yan Liu and
Rui Yan},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {ProphetChat: Enhancing Dialogue Generation with Simulation of Future
Conversation},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {962--973},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.68},
doi = {10.18653/V1/2022.ACL-LONG.68},
timestamp = {Tue, 12 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/00300TF0LY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GongHSLC0W022,
author = {Zhuocheng Gong and
Di He and
Yelong Shen and
Tie{-}Yan Liu and
Weizhu Chen and
Dongyan Zhao and
Ji{-}Rong Wen and
Rui Yan},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Finding the Dominant Winning Ticket in Pre-Trained Language Models},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {1459--1472},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.115},
doi = {10.18653/V1/2022.FINDINGS-ACL.115},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/GongHSLC0W022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0006TQZL22,
author = {Yi Ren and
Xu Tan and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Revisiting Over-Smoothness in Text to Speech},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {8197--8213},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.564},
doi = {10.18653/V1/2022.ACL-LONG.564},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/0006TQZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/LiuCZQBBL22,
author = {Guoqing Liu and
Mengzhang Cai and
Li Zhao and
Tao Qin and
Adrian Brown and
Jimmy Bischoff and
Tie{-}Yan Liu},
title = {Inspector: Pixel-Based Automated Game Testing via Exploration, Detection,
and Investigation},
booktitle = {{IEEE} Conference on Games, CoG 2022, Beijing, China, August 21-24,
2022},
pages = {237--244},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CoG51982.2022.9893630},
doi = {10.1109/COG51982.2022.9893630},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cig/LiuCZQBBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/LuoXLB0L22,
author = {Zhiping Luo and
Wentao Xu and
Weiqing Liu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
editor = {Nicoletta Calzolari and
Chu{-}Ren Huang and
Hansaem Kim and
James Pustejovsky and
Leo Wanner and
Key{-}Sun Choi and
Pum{-}Mo Ryu and
Hsin{-}Hsi Chen and
Lucia Donatelli and
Heng Ji and
Sadao Kurohashi and
Patrizia Paggio and
Nianwen Xue and
Seokhwan Kim and
Younggyun Hahm and
Zhong He and
Tony Kyungil Lee and
Enrico Santus and
Francis Bond and
Seung{-}Hoon Na},
title = {{KGE-CL:} Contrastive Learning of Tensor Decomposition Based Knowledge
Graph Embeddings},
booktitle = {Proceedings of the 29th International Conference on Computational
Linguistics, {COLING} 2022, Gyeongju, Republic of Korea, October 12-17,
2022},
pages = {2598--2607},
publisher = {International Committee on Computational Linguistics},
year = {2022},
url = {https://aclanthology.org/2022.coling-1.229},
timestamp = {Tue, 07 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/LuoXLB0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PangZHD000L22,
author = {Tianyu Pang and
Huishuai Zhang and
Di He and
Yinpeng Dong and
Hang Su and
Wei Chen and
Jun Zhu and
Tie{-}Yan Liu},
title = {Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {15202--15212},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01479},
doi = {10.1109/CVPR52688.2022.01479},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/PangZHD000L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/emnlp/JuL0WZWZLQL22,
author = {Zeqian Ju and
Peiling Lu and
Xu Tan and
Rui Wang and
Chen Zhang and
Songruoyao Wu and
Kejun Zhang and
Xiang{-}Yang Li and
Tao Qin and
Tie{-}Yan Liu},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage
Method},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {5426--5437},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.364},
doi = {10.18653/V1/2022.EMNLP-MAIN.364},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/JuL0WZWZLQL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0003LXWQL022,
author = {Shufang Xie and
Ang Lv and
Yingce Xia and
Lijun Wu and
Tao Qin and
Tie{-}Yan Liu and
Rui Yan},
title = {Target-Side Input Augmentation for Sequence to Sequence Generation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=pz1euXohm4H},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/0003LXWQL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0010ZYCF0L22,
author = {Wei Fan and
Shun Zheng and
Xiaohan Yi and
Wei Cao and
Yanjie Fu and
Jiang Bian and
Tie{-}Yan Liu},
title = {{DEPTS:} Deep Expansion Learning for Periodic Time Series Forecasting},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=AJAR-JgNw\_\_},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0010ZYCF0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuangCZQJL22,
author = {Jiawei Huang and
Jinglin Chen and
Li Zhao and
Tao Qin and
Nan Jiang and
Tie{-}Yan Liu},
title = {Towards Deployment-Efficient Reinforcement Learning: Lower Bound and
Optimality},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=ccWaPGl9Hq},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/HuangCZQJL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeKS0LMQ0YL22,
author = {Sang{-}gil Lee and
Heeseung Kim and
Chaehun Shin and
Xu Tan and
Chang Liu and
Qi Meng and
Tao Qin and
Wei Chen and
Sungroh Yoon and
Tie{-}Yan Liu},
title = {PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent
Adaptive Prior},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=\_BNiN4IjC5},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LeeKS0LMQ0YL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Li0CLML22,
author = {Chongchong Li and
Yue Wang and
Wei Chen and
Yuting Liu and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Gradient Information Matters in Policy Optimization by Back-propagating
through Model},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=rzvOQrnclO0},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Li0CLML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuZDMC0SL22,
author = {Weitao Du and
He Zhang and
Yuanqi Du and
Qi Meng and
Wei Chen and
Nanning Zheng and
Bin Shao and
Tie{-}Yan Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {{SE(3)} Equivariant Graph Neural Networks with Complete Local Frames},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {5583--5608},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/du22e.html},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DuZDMC0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinZQZYLL22,
author = {Yue Jin and
Yue Zhang and
Tao Qin and
Xudong Zhang and
Jian Yuan and
Houqiang Li and
Tie{-}Yan Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Supervised Off-Policy Ranking},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10323--10339},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/jin22f.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JinZQZYLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Xu0SLLQLL22,
author = {Jin Xu and
Xu Tan and
Kaitao Song and
Renqian Luo and
Yichong Leng and
Tao Qin and
Tie{-}Yan Liu and
Jian Li},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Analyzing and Mitigating Interference in Neural Architecture Search},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24646--24662},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xu22h.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Xu0SLLQLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/Wu00HZSQL22,
author = {Yihan Wu and
Xu Tan and
Bohan Li and
Lei He and
Sheng Zhao and
Ruihua Song and
Tao Qin and
Tie{-}Yan Liu},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {2568--2572},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-901},
doi = {10.21437/INTERSPEECH.2022-901},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/Wu00HZSQL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismir/Lu0YQZL22,
author = {Peiling Lu and
Xu Tan and
Botao Yu and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
editor = {Preeti Rao and
Hema A. Murthy and
Ajay Srinivasamurthy and
Rachel M. Bittner and
Rafael Caro Repetto and
Masataka Goto and
Xavier Serra and
Marius Miron},
title = {MeloForm: Generating Melody with Musical Form based on Expert Systems
and Neural Networks},
booktitle = {Proceedings of the 23rd International Society for Music Information
Retrieval Conference, {ISMIR} 2022, Bengaluru, India, December 4-8,
2022},
pages = {567--574},
year = {2022},
url = {https://archives.ismir.net/ismir2022/paper/000068.pdf},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismir/Lu0YQZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuZC0L22,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Availability Attacks Create Shortcuts},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2367--2376},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539241},
doi = {10.1145/3534678.3539241},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuZC0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhuXW0QZLL22,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Unified 2D and 3D Pre-Training of Molecular Representations},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2626--2636},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539368},
doi = {10.1145/3534678.3539368},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhuXW0QZLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/ZhangCW0QLZ22,
author = {Chen Zhang and
LuChin Chang and
Songruoyao Wu and
Xu Tan and
Tao Qin and
Tie{-}Yan Liu and
Kejun Zhang},
editor = {Jo{\~{a}}o Magalh{\~{a}}es and
Alberto Del Bimbo and
Shin'ichi Satoh and
Nicu Sebe and
Xavier Alameda{-}Pineda and
Qin Jin and
Vincent Oria and
Laura Toni},
title = {ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody
Relationships},
booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
Portugal, October 10 - 14, 2022},
pages = {1047--1056},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503161.3548357},
doi = {10.1145/3503161.3548357},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/ZhangCW0QLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ZhangW0G0QL22,
author = {Kexun Zhang and
Rui Wang and
Xu Tan and
Junliang Guo and
Yi Ren and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marine Carpuat and
Marie{-}Catherine de Marneffe and
Iv{\'{a}}n Vladimir Meza Ru{\'{\i}}z},
title = {A Study of Syntactic Multi-Modality in Non-Autoregressive Machine
Translation},
booktitle = {Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL} 2022, Seattle, WA, United States, July 10-15, 2022},
pages = {1747--1757},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.naacl-main.126},
doi = {10.18653/V1/2022.NAACL-MAIN.126},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ZhangW0G0QL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenZZZZCCXQCL22,
author = {Xiaoyu Chen and
Xiangming Zhu and
Yufeng Zheng and
Pushi Zhang and
Li Zhao and
Wenxue Cheng and
Peng Cheng and
Yongqiang Xiong and
Tao Qin and
Jianyu Chen and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {An Adaptive Deep {RL} Method for Non-Stationary Environments with
Piecewise Stable Context},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/e67a667df97d44fa43ffe8d179b44dd8-Abstract-Conference.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenZZZZCCXQCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Huang0Q00L22,
author = {Jiawei Huang and
Li Zhao and
Tao Qin and
Wei Chen and
Nan Jiang and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty
and Constant Regret},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0463ec87d0ac1e98a6cbe3d95d4e3e35-Abstract-Conference.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Huang0Q00L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LengCGLCTMHLQzL22,
author = {Yichong Leng and
Zehua Chen and
Junliang Guo and
Haohe Liu and
Jiawei Chen and
Xu Tan and
Danilo P. Mandic and
Lei He and
Xiangyang Li and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {BinauralGrad: {A} Two-Stage Conditional Diffusion Probabilistic Model
for Binaural Audio Synthesis},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/95f03faf3763e1b1ce2c3de62da8f090-Abstract-Conference.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LengCGLCTMHLQzL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoLZLWH22,
author = {Shengjie Luo and
Shanda Li and
Shuxin Zheng and
Tie{-}Yan Liu and
Liwei Wang and
Di He},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Your Transformer May Not be as Powerful as You Expect},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/1ba5f64159d67775a251cf9ce386a2b9-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoLZLWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShiKCZL22,
author = {Yu Shi and
Guolin Ke and
Zhuoming Chen and
Shuxin Zheng and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Quantized Training of Gradient Boosting Decision Trees},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/77911ed9e6e864ca1a3d165b2c3cb258-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShiKCZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangMZSCML22,
author = {Bohan Wang and
Qi Meng and
Huishuai Zhang and
Ruoyu Sun and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Does Momentum Change the Implicit Regularization on Separable Data?},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/ab3f6bbe121a8f7a0263a9b393000741-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangMZSCML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuLWH00ZQL22,
author = {Botao Yu and
Peiling Lu and
Rui Wang and
Wei Hu and
Xu Tan and
Wei Ye and
Shikun Zhang and
Tao Qin and
Tie{-}Yan Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Museformer: Transformer with Fine- and Coarse-Grained Attention for
Music Generation},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/092c2d45005ea2db40fc24c470663416-Abstract-Conference.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YuLWH00ZQL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01356,
author = {Jinhua Zhu and
Yingce Xia and
Chang Liu and
Lijun Wu and
Shufang Xie and
Tong Wang and
Yusong Wang and
Wengang Zhou and
Tao Qin and
Houqiang Li and
Tie{-}Yan Liu},
title = {Direct Molecular Conformation Generation},
journal = {CoRR},
volume = {abs/2202.01356},
year = {2022},
url = {https://arxiv.org/abs/2202.01356},
eprinttype = {arXiv},
eprint = {2202.01356},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06450,
author = {Jiawei Huang and
Jinglin Chen and
Li Zhao and
Tao Qin and
Nan Jiang and
Tie{-}Yan Liu},
title = {Towards Deployment-Efficient Reinforcement Learning: Lower Bound and
Optimality},
journal = {CoRR},
volume = {abs/2202.06450},
year = {2022},
url = {https://arxiv.org/abs/2202.06450},
eprinttype = {arXiv},
eprint = {2202.06450},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09340,
author = {Di He and
Wenlei Shi and
Shanda Li and
Xiaotian Gao and
Jia Zhang and
Jiang Bian and
Liwei Wang and
Tie{-}Yan Liu},
title = {Learning Physics-Informed Neural Networks without Stacked Back-propagation},
journal = {CoRR},
volume = {abs/2202.09340},
year = {2022},
url = {https://arxiv.org/abs/2202.09340},
eprinttype = {arXiv},
eprint = {2202.09340},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10322,
author = {Lin Huang and
Qiyuan Dong and
Lijun Wu and
Jia Zhang and
Jiang Bian and
Tie{-}Yan Liu},
title = {AF\({}_{\mbox{2}}\): Adaptive Focus Framework for Aerial Imagery Segmentation},
journal = {CoRR},
volume = {abs/2202.10322},
year = {2022},
url = {https://arxiv.org/abs/2202.10322},
eprinttype = {arXiv},
eprint = {2202.10322},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10586,
author = {Lin Huang and
Lijun Wu and
Jia Zhang and
Jiang Bian and
Tie{-}Yan Liu},
title = {Dynamic Relation Discovery and Utilization in Multi-Entity Time Series
Forecasting},
journal = {CoRR},
volume = {abs/2202.10586},
year = {2022},
url = {https://arxiv.org/abs/2202.10586},
eprinttype = {arXiv},
eprint = {2202.10586},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13066,
author = {Yi Ren and
Xu Tan and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
title = {Revisiting Over-Smoothness in Text to Speech},
journal = {CoRR},
volume = {abs/2202.13066},
year = {2022},
url = {https://arxiv.org/abs/2202.13066},
eprinttype = {arXiv},
eprint = {2202.13066},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04810,
author = {Yu Shi and
Shuxin Zheng and
Guolin Ke and
Yifei Shen and
Jiacheng You and
Jiyan He and
Shengjie Luo and
Chang Liu and
Di He and
Tie{-}Yan Liu},
title = {Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets},
journal = {CoRR},
volume = {abs/2203.04810},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04810},
doi = {10.48550/ARXIV.2203.04810},
eprinttype = {arXiv},
eprint = {2203.04810},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07681,
author = {Wei Fan and
Shun Zheng and
Xiaohan Yi and
Wei Cao and
Yanjie Fu and
Jiang Bian and
Tie{-}Yan Liu},
title = {{DEPTS:} Deep Expansion Learning for Periodic Time Series Forecasting},
journal = {CoRR},
volume = {abs/2203.07681},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07681},
doi = {10.48550/ARXIV.2203.07681},
eprinttype = {arXiv},
eprint = {2203.07681},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14513,
author = {Zimeng Li and
Shichao Zhu and
Bin Shao and
Tie{-}Yan Liu and
Xiangxiang Zeng and
Tong Wang},
title = {Multi-View Substructure Learning for Drug-Drug Interaction Prediction},
journal = {CoRR},
volume = {abs/2203.14513},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14513},
doi = {10.48550/ARXIV.2203.14513},
eprinttype = {arXiv},
eprint = {2203.14513},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00436,
author = {Yihan Wu and
Xu Tan and
Bohan Li and
Lei He and
Sheng Zhao and
Ruihua Song and
Tao Qin and
Tie{-}Yan Liu},
title = {AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios},
journal = {CoRR},
volume = {abs/2204.00436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00436},
doi = {10.48550/ARXIV.2204.00436},
eprinttype = {arXiv},
eprint = {2204.00436},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06255,
author = {Peiyan Hu and
Qi Meng and
Bingguang Chen and
Shiqi Gong and
Yue Wang and
Wei Chen and
Rongchan Zhu and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Neural Operator with Regularity Structure for Modeling Dynamics Driven
by SPDEs},
journal = {CoRR},
volume = {abs/2204.06255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06255},
doi = {10.48550/ARXIV.2204.06255},
eprinttype = {arXiv},
eprint = {2204.06255},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-06644,
author = {Payal Bajaj and
Chenyan Xiong and
Guolin Ke and
Xiaodong Liu and
Di He and
Saurabh Tiwary and
Tie{-}Yan Liu and
Paul Bennett and
Xia Song and
Jianfeng Gao},
title = {{METRO:} Efficient Denoising Pretraining of Large Scale Autoencoding
Language Models with Model Generated Signals},
journal = {CoRR},
volume = {abs/2204.06644},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.06644},
doi = {10.48550/ARXIV.2204.06644},
eprinttype = {arXiv},
eprint = {2204.06644},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-06644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09269,
author = {Yisheng Xiao and
Lijun Wu and
Junliang Guo and
Juntao Li and
Min Zhang and
Tao Qin and
Tie{-}Yan Liu},
title = {A Survey on Non-Autoregressive Generation for Neural Machine Translation
and Beyond},
journal = {CoRR},
volume = {abs/2204.09269},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09269},
doi = {10.48550/ARXIV.2204.09269},
eprinttype = {arXiv},
eprint = {2204.09269},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09269.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-04421,
author = {Xu Tan and
Jiawei Chen and
Haohe Liu and
Jian Cong and
Chen Zhang and
Yanqing Liu and
Xi Wang and
Yichong Leng and
Yuanhao Yi and
Lei He and
Frank K. Soong and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level
Quality},
journal = {CoRR},
volume = {abs/2205.04421},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.04421},
doi = {10.48550/ARXIV.2205.04421},
eprinttype = {arXiv},
eprint = {2205.04421},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-04421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12418,
author = {Jiawei Huang and
Li Zhao and
Tao Qin and
Wei Chen and
Nan Jiang and
Tie{-}Yan Liu},
title = {Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty
and Constant Regret},
journal = {CoRR},
volume = {abs/2205.12418},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12418},
doi = {10.48550/ARXIV.2205.12418},
eprinttype = {arXiv},
eprint = {2205.12418},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13401,
author = {Shengjie Luo and
Shanda Li and
Shuxin Zheng and
Tie{-}Yan Liu and
Liwei Wang and
Di He},
title = {Your Transformer May Not be as Powerful as You Expect},
journal = {CoRR},
volume = {abs/2205.13401},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13401},
doi = {10.48550/ARXIV.2205.13401},
eprinttype = {arXiv},
eprint = {2205.13401},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14807,
author = {Yichong Leng and
Zehua Chen and
Junliang Guo and
Haohe Liu and
Jiawei Chen and
Xu Tan and
Danilo P. Mandic and
Lei He and
Xiang{-}Yang Li and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {BinauralGrad: {A} Two-Stage Conditional Diffusion Probabilistic Model
for Binaural Audio Synthesis},
journal = {CoRR},
volume = {abs/2205.14807},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14807},
doi = {10.48550/ARXIV.2205.14807},
eprinttype = {arXiv},
eprint = {2205.14807},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02617,
author = {Da Yu and
Gautam Kamath and
Janardhan Kulkarni and
Tie{-}Yan Liu and
Jian Yin and
Huishuai Zhang},
title = {Per-Instance Privacy Accounting for Differentially Private Stochastic
Gradient Descent},
journal = {CoRR},
volume = {abs/2206.02617},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02617},
doi = {10.48550/ARXIV.2206.02617},
eprinttype = {arXiv},
eprint = {2206.02617},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09418,
author = {Wenlei Shi and
Xinquan Huang and
Xiaotian Gao and
Xinran Wei and
Jia Zhang and
Jiang Bian and
Mao Yang and
Tie{-}Yan Liu},
title = {LordNet: Learning to Solve Parametric Partial Differential Equations
without Simulated Data},
journal = {CoRR},
volume = {abs/2206.09418},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09418},
doi = {10.48550/ARXIV.2206.09418},
eprinttype = {arXiv},
eprint = {2206.09418},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09571,
author = {Rui Zhang and
Peiyan Hu and
Qi Meng and
Yue Wang and
Rongchan Zhu and
Bingguang Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Deep Random Vortex Method for Simulation and Inference of Navier-Stokes
Equations},
journal = {CoRR},
volume = {abs/2206.09571},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09571},
doi = {10.48550/ARXIV.2206.09571},
eprinttype = {arXiv},
eprint = {2206.09571},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09818,
author = {Qizhi Pei and
Lijun Wu and
Jinhua Zhu and
Yingce Xia and
Shufang Xie and
Tao Qin and
Haiguang Liu and
Tie{-}Yan Liu},
title = {{SMT-DTA:} Improving Drug-Target Affinity Prediction with Semi-supervised
Multi-task Training},
journal = {CoRR},
volume = {abs/2206.09818},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09818},
doi = {10.48550/ARXIV.2206.09818},
eprinttype = {arXiv},
eprint = {2206.09818},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13033,
author = {Xiaodong Yang and
Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu},
title = {Normalized/Clipped {SGD} with Perturbation for Differentially Private
Non-Convex Optimization},
journal = {CoRR},
volume = {abs/2206.13033},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13033},
doi = {10.48550/ARXIV.2206.13033},
eprinttype = {arXiv},
eprint = {2206.13033},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04206,
author = {Kexun Zhang and
Rui Wang and
Xu Tan and
Junliang Guo and
Yi Ren and
Tao Qin and
Tie{-}Yan Liu},
title = {A Study of Syntactic Multi-Modality in Non-Autoregressive Machine
Translation},
journal = {CoRR},
volume = {abs/2207.04206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04206},
doi = {10.48550/ARXIV.2207.04206},
eprinttype = {arXiv},
eprint = {2207.04206},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05688,
author = {Chen Zhang and
LuChin Chang and
Songruoyao Wu and
Xu Tan and
Tao Qin and
Tie{-}Yan Liu and
Kejun Zhang},
title = {ReLyMe: Improving Lyric-to-Melody Generation by Incorporating Lyric-Melody
Relationships},
journal = {CoRR},
volume = {abs/2207.05688},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05688},
doi = {10.48550/ARXIV.2207.05688},
eprinttype = {arXiv},
eprint = {2207.05688},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08379,
author = {Guoqing Liu and
Mengzhang Cai and
Li Zhao and
Tao Qin and
Adrian Brown and
Jimmy Bischoff and
Tie{-}Yan Liu},
title = {Inspector: Pixel-Based Automated Game Testing via Exploration, Detection,
and Investigation},
journal = {CoRR},
volume = {abs/2207.08379},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08379},
doi = {10.48550/ARXIV.2207.08379},
eprinttype = {arXiv},
eprint = {2207.08379},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08806,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {Unified 2D and 3D Pre-Training of Molecular Representations},
journal = {CoRR},
volume = {abs/2207.08806},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08806},
doi = {10.48550/ARXIV.2207.08806},
eprinttype = {arXiv},
eprint = {2207.08806},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-09682,
author = {Yu Shi and
Guolin Ke and
Zhuoming Chen and
Shuxin Zheng and
Tie{-}Yan Liu},
title = {Quantized Training of Gradient Boosting Decision Trees},
journal = {CoRR},
volume = {abs/2207.09682},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.09682},
doi = {10.48550/ARXIV.2207.09682},
eprinttype = {arXiv},
eprint = {2207.09682},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-09682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-05697,
author = {Ang Lv and
Xu Tan and
Tao Qin and
Tie{-}Yan Liu and
Rui Yan},
title = {Re-creation of Creations: {A} New Paradigm for Lyric-to-Melody Generation},
journal = {CoRR},
volume = {abs/2208.05697},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.05697},
doi = {10.48550/ARXIV.2208.05697},
eprinttype = {arXiv},
eprint = {2208.05697},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-05697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09900,
author = {Bohan Wang and
Yushun Zhang and
Huishuai Zhang and
Qi Meng and
Zhi{-}Ming Ma and
Tie{-}Yan Liu and
Wei Chen},
title = {Provable Adaptivity in Adam},
journal = {CoRR},
volume = {abs/2208.09900},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09900},
doi = {10.48550/ARXIV.2208.09900},
eprinttype = {arXiv},
eprint = {2208.09900},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14345,
author = {Peiling Lu and
Xu Tan and
Botao Yu and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {MeloForm: Generating Melody with Musical Form based on Expert Systems
and Neural Networks},
journal = {CoRR},
volume = {abs/2208.14345},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14345},
doi = {10.48550/ARXIV.2208.14345},
eprinttype = {arXiv},
eprint = {2208.14345},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-06158,
author = {Kehan Wu and
Yingce Xia and
Yang Fan and
Pan Deng and
Haiguang Liu and
Lijun Wu and
Shufang Xie and
Tong Wang and
Tao Qin and
Tie{-}Yan Liu},
title = {Tailoring Molecules for Protein Pockets: a Transformer-based Generative
Solution for Structured-based Drug Design},
journal = {CoRR},
volume = {abs/2209.06158},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.06158},
doi = {10.48550/ARXIV.2209.06158},
eprinttype = {arXiv},
eprint = {2209.06158},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-06158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01765,
author = {Shengjie Luo and
Tianlang Chen and
Yixian Xu and
Shuxin Zheng and
Tie{-}Yan Liu and
Di He and
Liwei Wang},
title = {One Transformer Can Understand Both 2D {\&} 3D Molecular Data},
journal = {CoRR},
volume = {abs/2210.01765},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01765},
doi = {10.48550/ARXIV.2210.01765},
eprinttype = {arXiv},
eprint = {2210.01765},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01765.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04188,
author = {Mingqing Xiao and
Shuxin Zheng and
Chang Liu and
Zhouchen Lin and
Tie{-}Yan Liu},
title = {Invertible Rescaling Network and Its Extensions},
journal = {CoRR},
volume = {abs/2210.04188},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04188},
doi = {10.48550/ARXIV.2210.04188},
eprinttype = {arXiv},
eprint = {2210.04188},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10341,
author = {Renqian Luo and
Liai Sun and
Yingce Xia and
Tao Qin and
Sheng Zhang and
Hoifung Poon and
Tie{-}Yan Liu},
title = {BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation
and Mining},
journal = {CoRR},
volume = {abs/2210.10341},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10341},
doi = {10.48550/ARXIV.2210.10341},
eprinttype = {arXiv},
eprint = {2210.10341},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-10349,
author = {Botao Yu and
Peiling Lu and
Rui Wang and
Wei Hu and
Xu Tan and
Wei Ye and
Shikun Zhang and
Tao Qin and
Tie{-}Yan Liu},
title = {Museformer: Transformer with Fine- and Coarse-Grained Attention for
Music Generation},
journal = {CoRR},
volume = {abs/2210.10349},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.10349},
doi = {10.48550/ARXIV.2210.10349},
eprinttype = {arXiv},
eprint = {2210.10349},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-10349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08406,
author = {Kaiyuan Gao and
Lijun Wu and
Jinhua Zhu and
Tianbo Peng and
Yingce Xia and
Liang He and
Shufang Xie and
Tao Qin and
Haiguang Liu and
Kun He and
Tie{-}Yan Liu},
title = {Incorporating Pre-training Paradigm for Antibody Sequence-Structure
Co-design},
journal = {CoRR},
volume = {abs/2211.08406},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08406},
doi = {10.48550/ARXIV.2211.08406},
eprinttype = {arXiv},
eprint = {2211.08406},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-12791,
author = {Yusong Wang and
Shaoning Li and
Tong Wang and
Zun Wang and
Xinheng He and
Bin Shao and
Tie{-}Yan Liu},
title = {An ensemble of VisNet, Transformer-M, and pretraining models for molecular
property prediction in {OGB} Large-Scale Challenge @ NeurIPS 2022},
journal = {CoRR},
volume = {abs/2211.12791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.12791},
doi = {10.48550/ARXIV.2211.12791},
eprinttype = {arXiv},
eprint = {2211.12791},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-12791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-01039,
author = {Yichong Leng and
Xu Tan and
Wenjie Liu and
Kaitao Song and
Rui Wang and
Xiang{-}Yang Li and
Tao Qin and
Edward Lin and
Tie{-}Yan Liu},
title = {SoftCorrect: Error Correction with Soft Detection for Automatic Speech
Recognition},
journal = {CoRR},
volume = {abs/2212.01039},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.01039},
doi = {10.48550/ARXIV.2212.01039},
eprinttype = {arXiv},
eprint = {2212.01039},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-01039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-12735,
author = {Xiaoyu Chen and
Xiangming Zhu and
Yufeng Zheng and
Pushi Zhang and
Li Zhao and
Wenxue Cheng and
Peng Cheng and
Yongqiang Xiong and
Tao Qin and
Jianyu Chen and
Tie{-}Yan Liu},
title = {An Adaptive Deep {RL} Method for Non-Stationary Environments with
Piecewise Stable Context},
journal = {CoRR},
volume = {abs/2212.12735},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.12735},
doi = {10.48550/ARXIV.2212.12735},
eprinttype = {arXiv},
eprint = {2212.12735},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-12735.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DingXLWSGL21,
author = {Wenze Ding and
Qijiang Xu and
Siyuan Liu and
Tong Wang and
Bin Shao and
Haipeng Gong and
Tie{-}Yan Liu},
title = {{SAMF:} a self-adaptive protein modeling framework},
journal = {Bioinform.},
volume = {37},
number = {22},
pages = {4075--4082},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab411},
doi = {10.1093/BIOINFORMATICS/BTAB411},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/DingXLWSGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiuWXSYL21,
author = {Siyuan Liu and
Tong Wang and
Qijiang Xu and
Bin Shao and
Jian Yin and
Tie{-}Yan Liu},
title = {Complementing sequence-derived features with structural information
extracted from fragment libraries for protein structure prediction},
journal = {{BMC} Bioinform.},
volume = {22},
number = {1},
pages = {351},
year = {2021},
url = {https://doi.org/10.1186/s12859-021-04258-6},
doi = {10.1186/S12859-021-04258-6},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/LiuWXSYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ChenCDDGHLLLLLM21,
author = {Zhumin Chen and
Xueqi Cheng and
Shoubin Dong and
Zhicheng Dou and
Jiafeng Guo and
Xuanjing Huang and
Yanyan Lan and
Chenliang Li and
Ru Li and
Tie{-}Yan Liu and
Yiqun Liu and
Jun Ma and
Bing Qin and
Mingwen Wang and
Ji{-}Rong Wen and
Jun Xu and
Min Zhang and
Peng Zhang and
Qi Zhang},
title = {Information retrieval: a view from the Chinese {IR} community},
journal = {Frontiers Comput. Sci.},
volume = {15},
number = {1},
pages = {151601},
year = {2021},
url = {https://doi.org/10.1007/s11704-020-9159-0},
doi = {10.1007/S11704-020-9159-0},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/ChenCDDGHLLLLLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuZZBQYL21,
author = {Guoqing Liu and
Li Zhao and
Pushi Zhang and
Jiang Bian and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Demonstration actor critic},
journal = {Neurocomputing},
volume = {434},
pages = {194--202},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2020.12.116},
doi = {10.1016/J.NEUCOM.2020.12.116},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiuZZBQYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/ZhaoXQXL21,
author = {Zhibing Zhao and
Yingce Xia and
Tao Qin and
Lirong Xia and
Tie{-}Yan Liu},
title = {Dual Learning: Theoretical Study and an Algorithmic Extension},
journal = {{SN} Comput. Sci.},
volume = {2},
number = {5},
pages = {413},
year = {2021},
url = {https://doi.org/10.1007/s42979-021-00799-y},
doi = {10.1007/S42979-021-00799-Y},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sncs/ZhaoXQXL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FangRLZ00YL21,
author = {Yuchen Fang and
Kan Ren and
Weiqing Liu and
Dong Zhou and
Weinan Zhang and
Jiang Bian and
Yong Yu and
Tie{-}Yan Liu},
title = {Universal Trading for Order Execution with Oracle Policy Distillation},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {107--115},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i1.16083},
doi = {10.1609/AAAI.V35I1.16083},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FangRLZ00YL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuZ00L21,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
title = {How Does Data Augmentation Affect Privacy in Machine Learning?},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10746--10753},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17284},
doi = {10.1609/AAAI.V35I12.17284},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuZ00L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Zhang00QZL21,
author = {Chen Zhang and
Xu Tan and
Yi Ren and
Tao Qin and
Kejun Zhang and
Tie{-}Yan Liu},
title = {UWSpeech: Speech to Speech Translation for Unwritten Languages},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14319--14327},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i16.17684},
doi = {10.1609/AAAI.V35I16.17684},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Zhang00QZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XueSW0ZQZL20,
author = {Lanqing Xue and
Kaitao Song and
Duocai Wu and
Xu Tan and
Nevin L. Zhang and
Tao Qin and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {69--81},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.6},
doi = {10.18653/V1/2021.ACL-LONG.6},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/XueSW0ZQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZengTWJQL21,
author = {Mingliang Zeng and
Xu Tan and
Rui Wang and
Zeqian Ju and
Tao Qin and
Tie{-}Yan Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training},
booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP}
2021, Online Event, August 1-6, 2021},
series = {Findings of {ACL}},
volume = {{ACL/IJCNLP} 2021},
pages = {791--800},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.70},
doi = {10.18653/V1/2021.FINDINGS-ACL.70},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/ZengTWJQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ShiWZNJ0L21,
author = {Wenlei Shi and
Xinran Wei and
Jia Zhang and
Xiaoyuan Ni and
Arthur Jiang and
Jiang Bian and
Tie{-}Yan Liu},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Cooperative Policy Learning with Pre-trained Heterogeneous Observation
Representations},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1191--1199},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1191.pdf},
doi = {10.5555/3463952.3464090},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/ShiWZNJ0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Hou0LL0WLCL21,
author = {Min Hou and
Chang Xu and
Yang Liu and
Weiqing Liu and
Jiang Bian and
Le Wu and
Zhi Li and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Stock Trend Prediction with Multi-granularity Data: {A} Contrastive
Learning Approach with Adaptive Fusion},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {700--709},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482483},
doi = {10.1145/3459637.3482483},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/Hou0LL0WLCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhengGC0L21,
author = {Shun Zheng and
Zhifeng Gao and
Wei Cao and
Jiang Bian and
Tie{-}Yan Liu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {HierST: {A} Unified Hierarchical Spatial-temporal Framework for {COVID-19}
Trend Forecasting},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4383--4392},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481927},
doi = {10.1145/3459637.3481927},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhengGC0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuHXKMDBLO21,
author = {Shuqi Lu and
Di He and
Chenyan Xiong and
Guolin Ke and
Waleed Malik and
Zhicheng Dou and
Paul Bennett and
Tie{-}Yan Liu and
Arnold Overwijk},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval
Using a Weak Decoder},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {2780--2791},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.220},
doi = {10.18653/V1/2021.EMNLP-MAIN.220},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LuHXKMDBLO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LengTWZXLLLQLL21,
author = {Yichong Leng and
Xu Tan and
Rui Wang and
Linchen Zhu and
Jin Xu and
Wenjie Liu and
Linquan Liu and
Xiang{-}Yang Li and
Tao Qin and
Edward Lin and
Tie{-}Yan Liu},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic
Speech Recognition},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {4328--4337},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.367},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.367},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LengTWZXLLLQLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Luo0WQLZCL21,
author = {Renqian Luo and
Xu Tan and
Rui Wang and
Tao Qin and
Jinzhu Li and
Sheng Zhao and
Enhong Chen and
Tie{-}Yan Liu},
title = {Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture
Search},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5699--5703},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414403},
doi = {10.1109/ICASSP39728.2021.9414403},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Luo0WQLZCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Yan0LQZSL21,
author = {Yuzi Yan and
Xu Tan and
Bohan Li and
Tao Qin and
Sheng Zhao and
Yuan Shen and
Tie{-}Yan Liu},
title = {Adaspeech 2: Adaptive Text to Speech with Untranscribed Data},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {6613--6617},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414872},
doi = {10.1109/ICASSP39728.2021.9414872},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Yan0LQZSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Zhang00LZQZL21,
author = {Chen Zhang and
Yi Ren and
Xu Tan and
Jinglin Liu and
Kejun Zhang and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {Denoispeech: Denoising Text to Speech with Frame-Level Noise Modeling},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {7063--7067},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413934},
doi = {10.1109/ICASSP39728.2021.9413934},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Zhang00LZQZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001XLKHL21,
author = {Qiyu Wu and
Chen Xing and
Yatao Li and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {Taking Notes on the Fly Helps Language Pre-Training},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=lU5Rs\_wCweN},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/0001XLKHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0006H0QZZL21,
author = {Yi Ren and
Chenxu Hu and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
title = {FastSpeech 2: Fast and High-Quality End-to-End Text to Speech},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=piLPYqxtWuA},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/0006H0QZZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Chen0LLQZL21,
author = {Mingjian Chen and
Xu Tan and
Bohan Li and
Yanqing Liu and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {AdaSpeech: Adaptive Text to Speech for Custom Voice},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Drynvt7gg4L},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/Chen0LLQZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KeHL21,
author = {Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {Rethinking Positional Encoding in Language Pre-training},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=09-528y2Fgf},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/KeHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuZZQZLYL21,
author = {Guoqing Liu and
Chuheng Zhang and
Li Zhao and
Tao Qin and
Jinhua Zhu and
Jian Li and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Return-Based Contrastive Representation Learning for Reinforcement
Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=\_TM6rT7tXke},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuZZQZLYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuZ0L21,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu},
title = {Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation
for Private Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=7aogOj\_VYO0},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuZ0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuWX0QZLL21,
author = {Jinhua Zhu and
Lijun Wu and
Yingce Xia and
Shufang Xie and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {{IOT:} Instance-wise Layer Reordering for Transformer Structures},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=ipUPfYxWZvM},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuWX0QZLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiLXHL021,
author = {Tianle Cai and
Shengjie Luo and
Keyulu Xu and
Di He and
Tie{-}Yan Liu and
Liwei Wang},
editor = {Marina Meila and
Tong Zhang},
title = {GraphNorm: {A} Principled Approach to Accelerating Graph Neural Network
Training},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {1204--1215},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/cai21e.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaiLXHL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PengZLKHL21,
author = {Dinglan Peng and
Shuxin Zheng and
Yatao Li and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {How could Neural Networks understand Programs?},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8476--8486},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/peng21b.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/PengZLKHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangM0L21,
author = {Bohan Wang and
Qi Meng and
Wei Chen and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous
Neural Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10849--10858},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wang21q.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WangM0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuWXLW0QL21,
author = {Xueqing Wu and
Lewen Wang and
Yingce Xia and
Weiqing Liu and
Lijun Wu and
Shufang Xie and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Temporally Correlated Task Scheduling for Sequence Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {11274--11284},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/wu21e.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WuWXLW0QL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuZC0L21,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Large Scale Private Learning via Low-rank Reparametrization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {12208--12218},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/yu21f.html},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuZC0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangY0XL21,
author = {Tianhao Zhang and
Qiwei Ye and
Jiang Bian and
Guangming Xie and
Tie{-}Yan Liu},
editor = {Zhi{-}Hua Zhou},
title = {{MFVFD:} {A} Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative
Tasks},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {500--506},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/70},
doi = {10.24963/IJCAI.2021/70},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangY0XL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangZL0HQL21,
author = {Pushi Zhang and
Li Zhao and
Guoqing Liu and
Jiang Bian and
Minlie Huang and
Tao Qin and
Tie{-}Yan Liu},
editor = {Zhi{-}Hua Zhou},
title = {Independence-aware Advantage Estimation},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {3349--3355},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/461},
doi = {10.24963/IJCAI.2021/461},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangZL0HQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Wang0LQL21,
author = {Rui Wang and
Xu Tan and
Renqian Luo and
Tao Qin and
Tie{-}Yan Liu},
editor = {Zhi{-}Hua Zhou},
title = {A Survey on Low-Resource Neural Machine Translation},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4636--4643},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/629},
doi = {10.24963/IJCAI.2021/629},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/Wang0LQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/YanTLZQZSZL21,
author = {Yuzi Yan and
Xu Tan and
Bohan Li and
Guangyan Zhang and
Tao Qin and
Sheng Zhao and
Yuan Shen and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Adaptive Text to Speech for Spontaneous Style},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {4668--4672},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-584},
doi = {10.21437/INTERSPEECH.2021-584},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/YanTLZQZSZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Xu0LS0QL21,
author = {Jin Xu and
Xu Tan and
Renqian Luo and
Kaitao Song and
Jian Li and
Tao Qin and
Tie{-}Yan Liu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {{NAS-BERT:} Task-Agnostic and Adaptive-Size {BERT} Compression with
Neural Architecture Search},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1933--1943},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467262},
doi = {10.1145/3447548.3467262},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Xu0LS0QL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/WuWMXXQDL21,
author = {Zhen Wu and
Lijun Wu and
Qi Meng and
Yingce Xia and
Shufang Xie and
Tao Qin and
Xinyu Dai and
Tie{-}Yan Liu},
editor = {Kristina Toutanova and
Anna Rumshisky and
Luke Zettlemoyer and
Dilek Hakkani{-}T{\"{u}}r and
Iz Beltagy and
Steven Bethard and
Ryan Cotterell and
Tanmoy Chakraborty and
Yichao Zhou},
title = {UniDrop: {A} Simple yet Effective Technique to Improve Transformer
without Extra Cost},
booktitle = {Proceedings of the 2021 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2021, Online, June 6-11, 2021},
pages = {3865--3878},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.naacl-main.302},
doi = {10.18653/V1/2021.NAACL-MAIN.302},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/WuWMXXQDL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DasSPGGKLRSWPUZ21,
author = {Abhishek Das and
Muhammed Shuaibi and
Aini Palizhati and
Siddharth Goyal and
Aditya Grover and
Adeesh Kolluru and
Janice Lan and
Ammar Rizvi and
Anuroop Sriram and
Brandon M. Wood and
Devi Parikh and
Zachary W. Ulissi and
C. Lawrence Zitnick and
Guolin Ke and
Shuxin Zheng and
Yu Shi and
Di He and
Tie{-}Yan Liu and
Chengxuan Ying and
Jiacheng You and
Yihan He and
Rostislav Grigoriev and
Ruslan Lukin and
Adel Yarullin and
Max Faleev},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {The Open Catalyst Challenge 2021: Competition Report},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {29--40},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/das22a.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DasSPGGKLRSWPUZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangCZXQL21,
author = {Pushi Zhang and
Xiaoyu Chen and
Li Zhao and
Wei Xiong and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Distributional Reinforcement Learning for Multi-Dimensional Reward
Functions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {1519--1529},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0b9e57c46de934cee33b0e8d1839bfc2-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangCZXQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkSLZQSL21,
author = {Jongjin Park and
Younggyo Seo and
Chang Liu and
Li Zhao and
Tao Qin and
Jinwoo Shin and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Object-Aware Regularization for Addressing Causal Confusion in Imitation
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3029--3042},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/17a3120e4e5fbdc3cb5b5f946809b06a-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ParkSLZQSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuSWTLQCL21,
author = {Chang Liu and
Xinwei Sun and
Jindong Wang and
Haoyue Tang and
Tao Li and
Tao Qin and
Wei Chen and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Causal Semantic Representation for Out-of-Distribution Prediction},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6155--6170},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/310614fca8fb8e5491295336298c340f-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuSWTLQCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuZYSZZL21,
author = {Minghuan Liu and
Hanye Zhao and
Zhengyu Yang and
Jian Shen and
Weinan Zhang and
Li Zhao and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Curriculum Offline Imitating Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6266--6277},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuZYSZZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenTLXWQL21,
author = {Jiawei Chen and
Xu Tan and
Yichong Leng and
Jin Xu and
Guihua Wen and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Speech-T: Transducer for Text to Speech and Beyond},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {6621--6633},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/344ef5151be171062f42f03e69663ecf-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenTLXWQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiangWLWMQCZL21,
author = {Xiaobo Liang and
Lijun Wu and
Juntao Li and
Yue Wang and
Qi Meng and
Tao Qin and
Wei Chen and
Min Zhang and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {R-Drop: Regularized Dropout for Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {10890--10905},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/5a66b9200f29ac3fa0ae244cc2a51b39-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiangWLWMQCZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangJZHSZL21,
author = {He Zhang and
Fusong Ju and
Jianwei Zhu and
Liang He and
Bin Shao and
Nanning Zheng and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Co-evolution Transformer for Protein Contact Prediction},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {14252--14263},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/770f8e448d07586afbf77bb59f698587-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhangJZHSZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunWZLCQL21,
author = {Xinwei Sun and
Botong Wu and
Xiangyu Zheng and
Chang Liu and
Wei Chen and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Recovering Latent Causal Factor for Generalization to Distributional
Shifts},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {16846--16859},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8c6744c9d42ec2cb9e8885b54ff744d0-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunWZLCQL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LengTZXLLQLLL21,
author = {Yichong Leng and
Xu Tan and
Linchen Zhu and
Jin Xu and
Renqian Luo and
Linquan Liu and
Tao Qin and
Xiangyang Li and
Edward Lin and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {FastCorrect: Fast Error Correction with Edit Alignment for Automatic
Speech Recognition},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21708--21719},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b597460c506e8e35fb0cc1c1905dd3bc-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LengTZXLLQLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoLCHPZKWL21,
author = {Shengjie Luo and
Shanda Li and
Tianle Cai and
Di He and
Dinglan Peng and
Shuxin Zheng and
Guolin Ke and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Stable, Fast and Accurate: Kernelized Attention with Relative Positional
Encoding},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {22795--22807},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c0f168ce8900fa56e57789e2a2f2c9d0-Abstract.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoLCHPZKWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZZMCL21,
author = {Bohan Wang and
Huishuai Zhang and
Jieyu Zhang and
Qi Meng and
Wei Chen and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Optimizing Information-theoretical Generalization Bound via Anisotropic
Noise of {SGLD}},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26080--26090},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/db2b4182156b2f1f817860ac9f409ad7-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZZMCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiXYSZL21,
author = {Jinpeng Li and
Yingce Xia and
Rui Yan and
Hongda Sun and
Dongyan Zhao and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Stylized Dialogue Generation with Multi-Pass Dual Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28470--28481},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ef67f7c2d86352c2c42e19d20f881f53-Abstract.html},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiXYSZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YingCLZKHSL21,
author = {Chengxuan Ying and
Tianle Cai and
Shengjie Luo and
Shuxin Zheng and
Guolin Ke and
Di He and
Yanming Shen and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Do Transformers Really Perform Badly for Graph Representation?},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28877--28888},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f1c1592588411002af340cbaedd6fc33-Abstract.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YingCLZKHSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuTQWL21,
author = {Chang Liu and
Haoyue Tang and
Tao Qin and
Jintao Wang and
Tie{-}Yan Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {On the Generative Utility of Cyclic Conditionals},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {30242--30256},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/fe04e05fbe48920b8ba90bea2ddfe60b-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuTQWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LuoMCWL21,
author = {Xufang Luo and
Qi Meng and
Wei Chen and
Yunhong Wang and
Tie{-}Yan Liu},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Path-BN: Towards effective batch normalization in the Path Space for
ReLU networks},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {834--843},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/luo21b.html},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/LuoMCWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XuL000L21,
author = {Wentao Xu and
Weiqing Liu and
Chang Xu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {{REST:} Relational Event-driven Stock Trend Forecasting},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1--10},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450032},
doi = {10.1145/3442381.3450032},
timestamp = {Fri, 23 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/XuL000L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02944,
author = {Mingyang Yi and
Huishuai Zhang and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {BN-invariant sharpness regularizes the training model to better generalization},
journal = {CoRR},
volume = {abs/2101.02944},
year = {2021},
url = {https://arxiv.org/abs/2101.02944},
eprinttype = {arXiv},
eprint = {2101.02944},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04040,
author = {Renqian Luo and
Xu Tan and
Rui Wang and
Tao Qin and
Jinzhu Li and
Sheng Zhao and
Enhong Chen and
Tie{-}Yan Liu},
title = {LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture
Search},
journal = {CoRR},
volume = {abs/2102.04040},
year = {2021},
url = {https://arxiv.org/abs/2102.04040},
eprinttype = {arXiv},
eprint = {2102.04040},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07372,
author = {Wentao Xu and
Weiqing Liu and
Chang Xu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
title = {{REST:} Relational Event-driven Stock Trend Forecasting},
journal = {CoRR},
volume = {abs/2102.07372},
year = {2021},
url = {https://arxiv.org/abs/2102.07372},
eprinttype = {arXiv},
eprint = {2102.07372},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-08357,
author = {Shengjie Luo and
Kaiyuan Gao and
Shuxin Zheng and
Guolin Ke and
Di He and
Liwei Wang and
Tie{-}Yan Liu},
title = {Revisiting Language Encoding in Learning Multilingual Representations},
journal = {CoRR},
volume = {abs/2102.08357},
year = {2021},
url = {https://arxiv.org/abs/2102.08357},
eprinttype = {arXiv},
eprint = {2102.08357},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-08357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09206,
author = {Shuqi Lu and
Chenyan Xiong and
Di He and
Guolin Ke and
Waleed Malik and
Zhicheng Dou and
Paul Bennett and
Tie{-}Yan Liu and
Arnold Overwijk},
title = {Less is More: Pre-training a Strong Siamese Encoder Using a Weak Decoder},
journal = {CoRR},
volume = {abs/2102.09206},
year = {2021},
url = {https://arxiv.org/abs/2102.09206},
eprinttype = {arXiv},
eprint = {2102.09206},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10960,
author = {Guoqing Liu and
Chuheng Zhang and
Li Zhao and
Tao Qin and
Jinhua Zhu and
Jian Li and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Return-Based Contrastive Representation Learning for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2102.10960},
year = {2021},
url = {https://arxiv.org/abs/2102.10960},
eprinttype = {arXiv},
eprint = {2102.10960},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12677,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu},
title = {Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation
for Private Learning},
journal = {CoRR},
volume = {abs/2102.12677},
year = {2021},
url = {https://arxiv.org/abs/2102.12677},
eprinttype = {arXiv},
eprint = {2102.12677},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12702,
author = {Chengxuan Ying and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {LazyFormer: Self Attention with Lazy Update},
journal = {CoRR},
volume = {abs/2102.12702},
year = {2021},
url = {https://arxiv.org/abs/2102.12702},
eprinttype = {arXiv},
eprint = {2102.12702},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00993,
author = {Mingjian Chen and
Xu Tan and
Bohan Li and
Yanqing Liu and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {AdaSpeech: Adaptive Text to Speech for Custom Voice},
journal = {CoRR},
volume = {abs/2103.00993},
year = {2021},
url = {https://arxiv.org/abs/2103.00993},
eprinttype = {arXiv},
eprint = {2103.00993},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-03457,
author = {Jinhua Zhu and
Lijun Wu and
Yingce Xia and
Shufang Xie and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {{IOT:} Instance-wise Layer Reordering for Transformer Structures},
journal = {CoRR},
volume = {abs/2103.03457},
year = {2021},
url = {https://arxiv.org/abs/2103.03457},
eprinttype = {arXiv},
eprint = {2103.03457},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-03457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-05114,
author = {Jindong Wang and
Wenjie Feng and
Chang Liu and
Chaohui Yu and
Mingxuan Du and
Renjun Xu and
Tao Qin and
Tie{-}Yan Liu},
title = {Learning Invariant Representations across Domains and Tasks},
journal = {CoRR},
volume = {abs/2103.05114},
year = {2021},
url = {https://arxiv.org/abs/2103.05114},
eprinttype = {arXiv},
eprint = {2103.05114},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-05114.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10860,
author = {Yuchen Fang and
Kan Ren and
Weiqing Liu and
Dong Zhou and
Weinan Zhang and
Jiang Bian and
Yong Yu and
Tie{-}Yan Liu},
title = {Universal Trading for Order Execution with Oracle Policy Distillation},
journal = {CoRR},
volume = {abs/2103.10860},
year = {2021},
url = {https://arxiv.org/abs/2103.10860},
eprinttype = {arXiv},
eprint = {2103.10860},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04946,
author = {Zhen Wu and
Lijun Wu and
Qi Meng and
Yingce Xia and
Shufang Xie and
Tao Qin and
Xinyu Dai and
Tie{-}Yan Liu},
title = {UniDrop: {A} Simple yet Effective Technique to Improve Transformer
without Extra Cost},
journal = {CoRR},
volume = {abs/2104.04946},
year = {2021},
url = {https://arxiv.org/abs/2104.04946},
eprinttype = {arXiv},
eprint = {2104.04946},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-09715,
author = {Yuzi Yan and
Xu Tan and
Bohan Li and
Tao Qin and
Sheng Zhao and
Yuan Shen and
Tie{-}Yan Liu},
title = {AdaSpeech 2: Adaptive Text to Speech with Untranscribed Data},
journal = {CoRR},
volume = {abs/2104.09715},
year = {2021},
url = {https://arxiv.org/abs/2104.09715},
eprinttype = {arXiv},
eprint = {2104.09715},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-09715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-03842,
author = {Yichong Leng and
Xu Tan and
Linchen Zhu and
Jin Xu and
Renqian Luo and
Linquan Liu and
Tao Qin and
Xiang{-}Yang Li and
Edward Lin and
Tie{-}Yan Liu},
title = {FastCorrect: Fast Error Correction with Edit Alignment for Automatic
Speech Recognition},
journal = {CoRR},
volume = {abs/2105.03842},
year = {2021},
url = {https://arxiv.org/abs/2105.03842},
eprinttype = {arXiv},
eprint = {2105.03842},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-03842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-04297,
author = {Dinglan Peng and
Shuxin Zheng and
Yatao Li and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {How could Neural Networks understand Programs?},
journal = {CoRR},
volume = {abs/2105.04297},
year = {2021},
url = {https://arxiv.org/abs/2105.04297},
eprinttype = {arXiv},
eprint = {2105.04297},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-04297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13905,
author = {Jinhui Yuan and
Fei Pan and
Chunting Zhou and
Tao Qin and
Tie{-}Yan Liu},
title = {Learning Structures for Deep Neural Networks},
journal = {CoRR},
volume = {abs/2105.13905},
year = {2021},
url = {https://arxiv.org/abs/2105.13905},
eprinttype = {arXiv},
eprint = {2105.13905},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-13905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14444,
author = {Jin Xu and
Xu Tan and
Renqian Luo and
Kaitao Song and
Jian Li and
Tao Qin and
Tie{-}Yan Liu},
title = {{NAS-BERT:} Task-Agnostic and Adaptive-Size {BERT} Compression with
Neural Architecture Search},
journal = {CoRR},
volume = {abs/2105.14444},
year = {2021},
url = {https://arxiv.org/abs/2105.14444},
eprinttype = {arXiv},
eprint = {2105.14444},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14444.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14785,
author = {Tianyu Pang and
Huishuai Zhang and
Di He and
Yinpeng Dong and
Hang Su and
Wei Chen and
Jun Zhu and
Tie{-}Yan Liu},
title = {Adversarial Training with Rectified Rejection},
journal = {CoRR},
volume = {abs/2105.14785},
year = {2021},
url = {https://arxiv.org/abs/2105.14785},
eprinttype = {arXiv},
eprint = {2105.14785},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00026,
author = {Ziming Liu and
Bohan Wang and
Qi Meng and
Wei Chen and
Max Tegmark and
Tie{-}Yan Liu},
title = {Machine-Learning Non-Conservative Dynamics for New-Physics Detection},
journal = {CoRR},
volume = {abs/2106.00026},
year = {2021},
url = {https://arxiv.org/abs/2106.00026},
eprinttype = {arXiv},
eprint = {2106.00026},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04166,
author = {Shiqi Gong and
Qi Meng and
Yue Wang and
Lijun Wu and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Incorporating {NODE} with Pre-trained Neural Differential Operator
for Learning Dynamics},
journal = {CoRR},
volume = {abs/2106.04166},
year = {2021},
url = {https://arxiv.org/abs/2106.04166},
eprinttype = {arXiv},
eprint = {2106.04166},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05234,
author = {Chengxuan Ying and
Tianle Cai and
Shengjie Luo and
Shuxin Zheng and
Guolin Ke and
Di He and
Yanming Shen and
Tie{-}Yan Liu},
title = {Do Transformers Really Perform Bad for Graph Representation?},
journal = {CoRR},
volume = {abs/2106.05234},
year = {2021},
url = {https://arxiv.org/abs/2106.05234},
eprinttype = {arXiv},
eprint = {2106.05234},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05630,
author = {Mingliang Zeng and
Xu Tan and
Rui Wang and
Zeqian Ju and
Tao Qin and
Tie{-}Yan Liu},
title = {MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training},
journal = {CoRR},
volume = {abs/2106.05630},
year = {2021},
url = {https://arxiv.org/abs/2106.05630},
eprinttype = {arXiv},
eprint = {2106.05630},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06406,
author = {Sang{-}gil Lee and
Heeseung Kim and
Chaehun Shin and
Xu Tan and
Chang Liu and
Qi Meng and
Tao Qin and
Wei Chen and
Sungroh Yoon and
Tie{-}Yan Liu},
title = {PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven
Adaptive Prior},
journal = {CoRR},
volume = {abs/2106.06406},
year = {2021},
url = {https://arxiv.org/abs/2106.06406},
eprinttype = {arXiv},
eprint = {2106.06406},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09352,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
title = {Large Scale Private Learning via Low-rank Reparametrization},
journal = {CoRR},
volume = {abs/2106.09352},
year = {2021},
url = {https://arxiv.org/abs/2106.09352},
eprinttype = {arXiv},
eprint = {2106.09352},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09352.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10234,
author = {Jinhua Zhu and
Yingce Xia and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {Dual-view Molecule Pre-training},
journal = {CoRR},
volume = {abs/2106.10234},
year = {2021},
url = {https://arxiv.org/abs/2106.10234},
eprinttype = {arXiv},
eprint = {2106.10234},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12566,
author = {Shengjie Luo and
Shanda Li and
Tianle Cai and
Di He and
Dinglan Peng and
Shuxin Zheng and
Guolin Ke and
Liwei Wang and
Tie{-}Yan Liu},
title = {Stable, Fast and Accurate: Kernelized Attention with Relative Positional
Encoding},
journal = {CoRR},
volume = {abs/2106.12566},
year = {2021},
url = {https://arxiv.org/abs/2106.12566},
eprinttype = {arXiv},
eprint = {2106.12566},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14448,
author = {Xiaobo Liang and
Lijun Wu and
Juntao Li and
Yue Wang and
Qi Meng and
Tao Qin and
Wei Chen and
Min Zhang and
Tie{-}Yan Liu},
title = {R-Drop: Regularized Dropout for Neural Networks},
journal = {CoRR},
volume = {abs/2106.14448},
year = {2021},
url = {https://arxiv.org/abs/2106.14448},
eprinttype = {arXiv},
eprint = {2106.14448},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14448.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15128,
author = {Yichi Zhou and
Shihong Song and
Huishuai Zhang and
Jun Zhu and
Wei Chen and
Tie{-}Yan Liu},
title = {Regularized {OFU:} an Efficient {UCB} Estimator forNon-linear Contextual
Bandit},
journal = {CoRR},
volume = {abs/2106.15128},
year = {2021},
url = {https://arxiv.org/abs/2106.15128},
eprinttype = {arXiv},
eprint = {2106.15128},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15561,
author = {Xu Tan and
Tao Qin and
Frank K. Soong and
Tie{-}Yan Liu},
title = {A Survey on Neural Speech Synthesis},
journal = {CoRR},
volume = {abs/2106.15561},
year = {2021},
url = {https://arxiv.org/abs/2106.15561},
eprinttype = {arXiv},
eprint = {2106.15561},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15962,
author = {Chang Liu and
Haoyue Tang and
Tao Qin and
Jintao Wang and
Tie{-}Yan Liu},
title = {On the Generative Utility of Cyclic Conditionals},
journal = {CoRR},
volume = {abs/2106.15962},
year = {2021},
url = {https://arxiv.org/abs/2106.15962},
eprinttype = {arXiv},
eprint = {2106.15962},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01360,
author = {Yue Jin and
Yue Zhang and
Tao Qin and
Xudong Zhang and
Jian Yuan and
Houqiang Li and
Tie{-}Yan Liu},
title = {Supervised Off-Policy Ranking},
journal = {CoRR},
volume = {abs/2107.01360},
year = {2021},
url = {https://arxiv.org/abs/2107.01360},
eprinttype = {arXiv},
eprint = {2107.01360},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01875,
author = {Lanqing Xue and
Kaitao Song and
Duocai Wu and
Xu Tan and
Nevin L. Zhang and
Tao Qin and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
title = {DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling},
journal = {CoRR},
volume = {abs/2107.01875},
year = {2021},
url = {https://arxiv.org/abs/2107.01875},
eprinttype = {arXiv},
eprint = {2107.01875},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01876,
author = {Xiangyu Zheng and
Xinwei Sun and
Wei Chen and
Tie{-}Yan Liu},
title = {Causally Invariant Predictor with Shift-Robustness},
journal = {CoRR},
volume = {abs/2107.01876},
year = {2021},
url = {https://arxiv.org/abs/2107.01876},
eprinttype = {arXiv},
eprint = {2107.01876},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02530,
author = {Yuzi Yan and
Xu Tan and
Bohan Li and
Guangyan Zhang and
Tao Qin and
Sheng Zhao and
Yuan Shen and
Wei{-}Qiang Zhang and
Tie{-}Yan Liu},
title = {AdaSpeech 3: Adaptive Text to Speech for Spontaneous Style},
journal = {CoRR},
volume = {abs/2107.02530},
year = {2021},
url = {https://arxiv.org/abs/2107.02530},
eprinttype = {arXiv},
eprint = {2107.02530},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04239,
author = {Rui Wang and
Xu Tan and
Renqian Luo and
Tao Qin and
Tie{-}Yan Liu},
title = {A Survey on Low-Resource Neural Machine Translation},
journal = {CoRR},
volume = {abs/2107.04239},
year = {2021},
url = {https://arxiv.org/abs/2107.04239},
eprinttype = {arXiv},
eprint = {2107.04239},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12821,
author = {Jin Xu and
Xu Tan and
Kaitao Song and
Renqian Luo and
Yichong Leng and
Tao Qin and
Tie{-}Yan Liu and
Jian Li},
title = {Analyzing and Mitigating Interference in Neural Architecture Search},
journal = {CoRR},
volume = {abs/2108.12821},
year = {2021},
url = {https://arxiv.org/abs/2108.12821},
eprinttype = {arXiv},
eprint = {2108.12821},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-06489,
author = {Wentao Xu and
Weiqing Liu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
title = {Instance-wise Graph-based Framework for Multivariate Time Series Forecasting},
journal = {CoRR},
volume = {abs/2109.06489},
year = {2021},
url = {https://arxiv.org/abs/2109.06489},
eprinttype = {arXiv},
eprint = {2109.06489},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-06489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09617,
author = {Zeqian Ju and
Peiling Lu and
Xu Tan and
Rui Wang and
Chen Zhang and
Songruoyao Wu and
Kejun Zhang and
Xiangyang Li and
Tao Qin and
Tie{-}Yan Liu},
title = {TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage
Method},
journal = {CoRR},
volume = {abs/2109.09617},
year = {2021},
url = {https://arxiv.org/abs/2109.09617},
eprinttype = {arXiv},
eprint = {2109.09617},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09617.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13187,
author = {Yutai Hou and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Yang Fan and
Jinhua Zhu and
Wanxiang Che and
Tao Qin and
Tie{-}Yan Liu},
title = {Discovering Drug-Target Interaction Knowledge from Biomedical Literature},
journal = {CoRR},
volume = {abs/2109.13187},
year = {2021},
url = {https://arxiv.org/abs/2109.13187},
eprinttype = {arXiv},
eprint = {2109.13187},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14420,
author = {Yichong Leng and
Xu Tan and
Rui Wang and
Linchen Zhu and
Jin Xu and
Linquan Liu and
Tao Qin and
Xiang{-}Yang Li and
Edward Lin and
Tie{-}Yan Liu},
title = {FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic
Speech Recognition},
journal = {CoRR},
volume = {abs/2109.14420},
year = {2021},
url = {https://arxiv.org/abs/2109.14420},
eprinttype = {arXiv},
eprint = {2109.14420},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07347,
author = {Siyuan Liu and
Yusong Wang and
Tong Wang and
Yifan Deng and
Liang He and
Bin Shao and
Jian Yin and
Nanning Zheng and
Tie{-}Yan Liu},
title = {Improved Drug-target Interaction Prediction with Intermolecular Graph
Transformer},
journal = {CoRR},
volume = {abs/2110.07347},
year = {2021},
url = {https://arxiv.org/abs/2110.07347},
eprinttype = {arXiv},
eprint = {2110.07347},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13578,
author = {Pushi Zhang and
Xiaoyu Chen and
Li Zhao and
Wei Xiong and
Tao Qin and
Tie{-}Yan Liu},
title = {Distributional Reinforcement Learning for Multi-Dimensional Reward
Functions},
journal = {CoRR},
volume = {abs/2110.13578},
year = {2021},
url = {https://arxiv.org/abs/2110.13578},
eprinttype = {arXiv},
eprint = {2110.13578},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13716,
author = {Wentao Xu and
Weiqing Liu and
Lewen Wang and
Yingce Xia and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
title = {{HIST:} {A} Graph-based Framework for Stock Trend Forecasting via
Mining Concept-Oriented Shared Information},
journal = {CoRR},
volume = {abs/2110.13716},
year = {2021},
url = {https://arxiv.org/abs/2110.13716},
eprinttype = {arXiv},
eprint = {2110.13716},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13750,
author = {Bohan Wang and
Huishuai Zhang and
Jieyu Zhang and
Qi Meng and
Wei Chen and
Tie{-}Yan Liu},
title = {Optimizing Information-theoretical Generalization Bounds via Anisotropic
Noise in {SGLD}},
journal = {CoRR},
volume = {abs/2110.13750},
year = {2021},
url = {https://arxiv.org/abs/2110.13750},
eprinttype = {arXiv},
eprint = {2110.13750},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14118,
author = {Jongjin Park and
Younggyo Seo and
Chang Liu and
Li Zhao and
Tao Qin and
Jinwoo Shin and
Tie{-}Yan Liu},
title = {Object-Aware Regularization for Addressing Causal Confusion in Imitation
Learning},
journal = {CoRR},
volume = {abs/2110.14118},
year = {2021},
url = {https://arxiv.org/abs/2110.14118},
eprinttype = {arXiv},
eprint = {2110.14118},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14811,
author = {Weitao Du and
He Zhang and
Yuanqi Du and
Qi Meng and
Wei Chen and
Bin Shao and
Tie{-}Yan Liu},
title = {Equivariant vector field network for many-body system modeling},
journal = {CoRR},
volume = {abs/2110.14811},
year = {2021},
url = {https://arxiv.org/abs/2110.14811},
eprinttype = {arXiv},
eprint = {2110.14811},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15527,
author = {Liang He and
Shizhuo Zhang and
Lijun Wu and
Huanhuan Xia and
Fusong Ju and
He Zhang and
Siyuan Liu and
Yingce Xia and
Jianwei Zhu and
Pan Deng and
Bin Shao and
Tao Qin and
Tie{-}Yan Liu},
title = {Pre-training Co-evolutionary Protein Representation via {A} Pairwise
Masked Language Model},
journal = {CoRR},
volume = {abs/2110.15527},
year = {2021},
url = {https://arxiv.org/abs/2110.15527},
eprinttype = {arXiv},
eprint = {2110.15527},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00898,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
title = {Indiscriminate Poisoning Attacks Are Shortcuts},
journal = {CoRR},
volume = {abs/2111.00898},
year = {2021},
url = {https://arxiv.org/abs/2111.00898},
eprinttype = {arXiv},
eprint = {2111.00898},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-00898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02056,
author = {Minghuan Liu and
Hanye Zhao and
Zhengyu Yang and
Jian Shen and
Weinan Zhang and
Li Zhao and
Tie{-}Yan Liu},
title = {Curriculum Offline Imitation Learning},
journal = {CoRR},
volume = {abs/2111.02056},
year = {2021},
url = {https://arxiv.org/abs/2111.02056},
eprinttype = {arXiv},
eprint = {2111.02056},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04871,
author = {Wentao Xu and
Zhiping Luo and
Weiqing Liu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
title = {{KGE-CL:} Contrastive Learning of Knowledge Graph Embeddings},
journal = {CoRR},
volume = {abs/2112.04871},
year = {2021},
url = {https://arxiv.org/abs/2112.04871},
eprinttype = {arXiv},
eprint = {2112.04871},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06244,
author = {Wentao Xu and
Yingce Xia and
Weiqing Liu and
Jiang Bian and
Jian Yin and
Tie{-}Yan Liu},
title = {{SHGNN:} Structure-Aware Heterogeneous Graph Neural Network},
journal = {CoRR},
volume = {abs/2112.06244},
year = {2021},
url = {https://arxiv.org/abs/2112.06244},
eprinttype = {arXiv},
eprint = {2112.06244},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangLCML20,
author = {Yue Wang and
Yuting Liu and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Target transfer Q-learning and its convergence analysis},
journal = {Neurocomputing},
volume = {392},
pages = {11--22},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.02.117},
doi = {10.1016/J.NEUCOM.2020.02.117},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WangLCML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/FanTXQLL20,
author = {Yang Fan and
Fei Tian and
Yingce Xia and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Searching Better Architectures for Neural Machine Translation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {28},
pages = {1574--1585},
year = {2020},
url = {https://doi.org/10.1109/TASLP.2020.2995270},
doi = {10.1109/TASLP.2020.2995270},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/FanTXQLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HuJLZ20,
author = {Wenzheng Hu and
Junqi Jin and
Tie{-}Yan Liu and
Changshui Zhang},
title = {Automatically Design Convolutional Neural Networks by Optimization
With Submodularity and Supermodularity},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {31},
number = {9},
pages = {3215--3229},
year = {2020},
url = {https://doi.org/10.1109/TNNLS.2019.2939157},
doi = {10.1109/TNNLS.2019.2939157},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HuJLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/CenZCCL20,
author = {Shicong Cen and
Huishuai Zhang and
Yuejie Chi and
Wei Chen and
Tie{-}Yan Liu},
title = {Convergence of Distributed Stochastic Variance Reduced Methods Without
Sampling Extra Data},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3976--3989},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.3005291},
doi = {10.1109/TSP.2020.3005291},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CenZCCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/WangWXQZL20,
author = {Yiren Wang and
Lijun Wu and
Yingce Xia and
Tao Qin and
ChengXiang Zhai and
Tie{-}Yan Liu},
title = {Transductive Ensemble Learning for Neural Machine Translation},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6291--6298},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6097},
doi = {10.1609/AAAI.V34I04.6097},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangWXQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuKZ0L20,
author = {Zhenhui Xu and
Guolin Ke and
Jia Zhang and
Jiang Bian and
Tie{-}Yan Liu},
title = {Light Multi-Segment Activation for Model Compression},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6542--6549},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6128},
doi = {10.1609/AAAI.V34I04.6128},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XuKZ0L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoTXQCL20,
author = {Junliang Guo and
Xu Tan and
Linli Xu and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine
Translation},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {7839--7846},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6289},
doi = {10.1609/AAAI.V34I05.6289},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GuoTXQCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RenLTZZL20,
author = {Yi Ren and
Jinglin Liu and
Xu Tan and
Zhou Zhao and
Sheng Zhao and
Tie{-}Yan Liu},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {A Study of Non-autoregressive Model for Sequence Generation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {149--159},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.15},
doi = {10.18653/V1/2020.ACL-MAIN.15},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RenLTZZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RenLTZQZL20,
author = {Yi Ren and
Jinglin Liu and
Xu Tan and
Chen Zhang and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {SimulSpeech: End-to-End Simultaneous Speech to Text Translation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3787--3796},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.350},
doi = {10.18653/V1/2020.ACL-MAIN.350},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/RenLTZQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Wentao Xu and
Shun Zheng and
Liang He and
Bin Shao and
Jian Yin and
Tie{-}Yan Liu},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {{SEEK:} Segmented Embedding of Knowledge Graphs},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {3888--3897},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.358},
doi = {10.18653/V1/2020.ACL-MAIN.358},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XuZHSYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/acml/ZhaoXQXL20,
author = {Zhibing Zhao and
Yingce Xia and
Tao Qin and
Lirong Xia and
Tie{-}Yan Liu},
editor = {Sinno Jialin Pan and
Masashi Sugiyama},
title = {Dual Learning: Theoretical Study and an Algorithmic Extension},
booktitle = {Proceedings of The 12th Asian Conference on Machine Learning, {ACML}
2020, 18-20 November 2020, Bangkok, Thailand},
series = {Proceedings of Machine Learning Research},
volume = {129},
pages = {321--336},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v129/zhao20a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/ZhaoXQXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Mingqing Xiao and
Shuxin Zheng and
Chang Liu and
Yaolong Wang and
Di He and
Guolin Ke and
Jiang Bian and
Zhouchen Lin and
Tie{-}Yan Liu},
editor = {Andrea Vedaldi and
Horst Bischof and
Thomas Brox and
Jan{-}Michael Frahm},
title = {Invertible Image Rescaling},
booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
UK, August 23-28, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12346},
pages = {126--144},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58452-8\_8},
doi = {10.1007/978-3-030-58452-8\_8},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/XiaoZLWHKBLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Zhining Liu and
Wei Cao and
Zhifeng Gao and
Jiang Bian and
Hechang Chen and
Yi Chang and
Tie{-}Yan Liu},
title = {Self-paced Ensemble for Highly Imbalanced Massive Data Classification},
booktitle = {36th {IEEE} International Conference on Data Engineering, {ICDE} 2020,
Dallas, TX, USA, April 20-24, 2020},
pages = {841--852},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDE48307.2020.00078},
doi = {10.1109/ICDE48307.2020.00078},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/0002CG0CCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iclr/ZhuXWHQZLL20,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Di He and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {Incorporating {BERT} into Neural Machine Translation},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Hyl7ygStwB},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhuXWHQZLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/Wu0XFLQL20,
author = {Lijun Wu and
Shufang Xie and
Yingce Xia and
Yang Fan and
Jian{-}Huang Lai and
Tao Qin and
Tie{-}Yan Liu},
title = {Sequence Generation with Mixed Representations},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10388--10398},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/wu20e.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Wu0XFLQL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ruibin Xiong and
Yunchang Yang and
Di He and
Kai Zheng and
Shuxin Zheng and
Chen Xing and
Huishuai Zhang and
Yanyan Lan and
Liwei Wang and
Tie{-}Yan Liu},
title = {On Layer Normalization in the Transformer Architecture},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {10524--10533},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/xiong20b.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiongYHZZXZLWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcai/YuZ00L20,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
editor = {Christian Bessiere},
title = {Gradient Perturbation is Underrated for Differentially Private Convex
Optimization},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3117--3123},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/431},
doi = {10.24963/IJCAI.2020/431},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YuZ00L20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jinglin Liu and
Yi Ren and
Xu Tan and
Chen Zhang and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Christian Bessiere},
title = {Task-Level Curriculum Learning for Non-Autoregressive Neural Machine
Translation},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {3861--3867},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/534},
doi = {10.24963/IJCAI.2020/534},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiuRTZQZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Yi Ren and
Xu Tan and
Tao Qin and
Jian Luan and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {DeepSinger: Singing Voice Synthesis with Data Mined From the Web},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1979--1989},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403249},
doi = {10.1145/3394486.3403249},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/RenTQLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jin Xu and
Xu Tan and
Yi Ren and
Tao Qin and
Jian Li and
Sheng Zhao and
Tie{-}Yan Liu},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2802--2812},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403331},
doi = {10.1145/3394486.3403331},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XuTRQLZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mm/RenH0QZL20,
author = {Yi Ren and
Jinzheng He and
Xu Tan and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {PopMAG: Pop Music Accompaniment Generation},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {1198--1206},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3413721},
doi = {10.1145/3394171.3413721},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/RenH0QZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mm/Chen0XQWL20,
author = {Weicong Chen and
Xu Tan and
Yingce Xia and
Tao Qin and
Yu Wang and
Tie{-}Yan Liu},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {DualLip: {A} System for Joint Lip Reading and Generation},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {1985--1993},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3413623},
doi = {10.1145/3394171.3413623},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/Chen0XQWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/LinYZQYL20,
author = {Zichuan Lin and
Derek Yang and
Li Zhao and
Tao Qin and
Guangwen Yang and
Tie{-}Yan Liu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {RD{\textdollar}{\^{}}2{\textdollar}: Reward Decomposition with Representation
Decomposition},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/82039d16dce0aab3913b6a7ac73deff7-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinYZQYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/Luo0WQCL20,
author = {Renqian Luo and
Xu Tan and
Rui Wang and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Semi-Supervised Neural Architecture Search},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/77305c2f862ad1d353f55bf38e5a5183-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Luo0WQCL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Song0QLL20,
author = {Kaitao Song and
Xu Tan and
Tao Qin and
Jianfeng Lu and
Tie{-}Yan Liu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {MPNet: Masked and Permuted Pre-training for Language Understanding},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/c3a690be93aa602ee2dc0ccab5b7b67e-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Song0QLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423},
doi = {10.1145/3366423},
isbn = {978-1-4503-7023-3},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
2020},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366424},
doi = {10.1145/3366424},
isbn = {978-1-4503-7024-0},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/2020c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ruibin Xiong and
Yunchang Yang and
Di He and
Kai Zheng and
Shuxin Zheng and
Chen Xing and
Huishuai Zhang and
Yanyan Lan and
Liwei Wang and
Tie{-}Yan Liu},
title = {On Layer Normalization in the Transformer Architecture},
journal = {CoRR},
volume = {abs/2002.04745},
year = {2020},
url = {https://arxiv.org/abs/2002.04745},
eprinttype = {arXiv},
eprint = {2002.04745},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2002-06823,
author = {Jinhua Zhu and
Yingce Xia and
Lijun Wu and
Di He and
Tao Qin and
Wengang Zhou and
Houqiang Li and
Tie{-}Yan Liu},
title = {Incorporating {BERT} into Neural Machine Translation},
journal = {CoRR},
volume = {abs/2002.06823},
year = {2020},
url = {https://arxiv.org/abs/2002.06823},
eprinttype = {arXiv},
eprint = {2002.06823},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2002-10389,
author = {Renqian Luo and
Xu Tan and
Rui Wang and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Semi-Supervised Neural Architecture Search},
journal = {CoRR},
volume = {abs/2002.10389},
year = {2020},
url = {https://arxiv.org/abs/2002.10389},
eprinttype = {arXiv},
eprint = {2002.10389},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2003-13590,
author = {Junjie Li and
Sotetsu Koyamada and
Qiwei Ye and
Guoqing Liu and
Chao Wang and
Ruihan Yang and
Li Zhao and
Tao Qin and
Tie{-}Yan Liu and
Hsiao{-}Wuen Hon},
title = {Suphx: Mastering Mahjong with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2003.13590},
year = {2020},
url = {https://arxiv.org/abs/2003.13590},
eprinttype = {arXiv},
eprint = {2003.13590},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2004-01704,
author = {Yuxuan Song and
Qiwei Ye and
Minkai Xu and
Tie{-}Yan Liu},
title = {Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling
by Exploring Energy of the Discriminator},
journal = {CoRR},
volume = {abs/2004.01704},
year = {2020},
url = {https://arxiv.org/abs/2004.01704},
eprinttype = {arXiv},
eprint = {2004.01704},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2004-09297,
author = {Kaitao Song and
Xu Tan and
Tao Qin and
Jianfeng Lu and
Tie{-}Yan Liu},
title = {MPNet: Masked and Permuted Pre-training for Language Understanding},
journal = {CoRR},
volume = {abs/2004.09297},
year = {2020},
url = {https://arxiv.org/abs/2004.09297},
eprinttype = {arXiv},
eprint = {2004.09297},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2004-10454,
author = {Yi Ren and
Jinglin Liu and
Xu Tan and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
title = {A Study of Non-autoregressive Model for Sequence Generation},
journal = {CoRR},
volume = {abs/2004.10454},
year = {2020},
url = {https://arxiv.org/abs/2004.10454},
eprinttype = {arXiv},
eprint = {2004.10454},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10454.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2004-12817,
author = {Kaitao Song and
Hao Sun and
Xu Tan and
Tao Qin and
Jianfeng Lu and
Hongzhi Liu and
Tie{-}Yan Liu},
title = {LightPAFF: {A} Two-Stage Distillation Framework for Pre-training and
Fine-tuning},
journal = {CoRR},
volume = {abs/2004.12817},
year = {2020},
url = {https://arxiv.org/abs/2004.12817},
eprinttype = {arXiv},
eprint = {2004.12817},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12817.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2005-00856,
author = {Wentao Xu and
Shun Zheng and
Liang He and
Bin Shao and
Jian Yin and
Tie{-}Yan Liu},
title = {{SEEK:} Segmented Embedding of Knowledge Graphs},
journal = {CoRR},
volume = {abs/2005.00856},
year = {2020},
url = {https://arxiv.org/abs/2005.00856},
eprinttype = {arXiv},
eprint = {2005.00856},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2005-05650,
author = {Mingqing Xiao and
Shuxin Zheng and
Chang Liu and
Yaolong Wang and
Di He and
Guolin Ke and
Jiang Bian and
Zhouchen Lin and
Tie{-}Yan Liu},
title = {Invertible Image Rescaling},
journal = {CoRR},
volume = {abs/2005.05650},
year = {2020},
url = {https://arxiv.org/abs/2005.05650},
eprinttype = {arXiv},
eprint = {2005.05650},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Zhibing Zhao and
Yingce Xia and
Tao Qin and
Lirong Xia and
Tie{-}Yan Liu},
title = {Dual Learning: Theoretical Study and an Algorithmic Extension},
journal = {CoRR},
volume = {abs/2005.08238},
year = {2020},
url = {https://arxiv.org/abs/2005.08238},
eprinttype = {arXiv},
eprint = {2005.08238},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2006-04558,
author = {Yi Ren and
Chenxu Hu and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
title = {FastSpeech 2: Fast and High-Quality End-to-End Text to Speech},
journal = {CoRR},
volume = {abs/2006.04558},
year = {2020},
url = {https://arxiv.org/abs/2006.04558},
eprinttype = {arXiv},
eprint = {2006.04558},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Zhenhui Xu and
Linyuan Gong and
Guolin Ke and
Di He and
Shuxin Zheng and
Liwei Wang and
Jiang Bian and
Tie{-}Yan Liu},
title = {{MC-BERT:} Efficient Language Pre-Training via a Meta Controller},
journal = {CoRR},
volume = {abs/2006.05744},
year = {2020},
url = {https://arxiv.org/abs/2006.05744},
eprinttype = {arXiv},
eprint = {2006.05744},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07926,
author = {Chen Zhang and
Xu Tan and
Yi Ren and
Tao Qin and
Kejun Zhang and
Tie{-}Yan Liu},
title = {UWSpeech: Speech to Speech Translation for Unwritten Languages},
journal = {CoRR},
volume = {abs/2006.07926},
year = {2020},
url = {https://arxiv.org/abs/2006.07926},
eprinttype = {arXiv},
eprint = {2006.07926},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10270,
author = {Yang Fan and
Shufang Xie and
Yingce Xia and
Lijun Wu and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Multi-branch Attentive Transformer},
journal = {CoRR},
volume = {abs/2006.10270},
year = {2020},
url = {https://arxiv.org/abs/2006.10270},
eprinttype = {arXiv},
eprint = {2006.10270},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11999,
author = {Yaolong Wang and
Mingqing Xiao and
Chang Liu and
Shuxin Zheng and
Tie{-}Yan Liu},
title = {Modeling Lost Information in Lossy Image Compression},
journal = {CoRR},
volume = {abs/2006.11999},
year = {2020},
url = {https://arxiv.org/abs/2006.11999},
eprinttype = {arXiv},
eprint = {2006.11999},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13719,
author = {Qi Meng and
Shiqi Gong and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Dynamic of Stochastic Gradient Descent with State-Dependent Noise},
journal = {CoRR},
volume = {abs/2006.13719},
year = {2020},
url = {https://arxiv.org/abs/2006.13719},
eprinttype = {arXiv},
eprint = {2006.13719},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13719.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15595,
author = {Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {Rethinking Positional Encoding in Language Pre-training},
journal = {CoRR},
volume = {abs/2006.15595},
year = {2020},
url = {https://arxiv.org/abs/2006.15595},
eprinttype = {arXiv},
eprint = {2006.15595},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04590,
author = {Yi Ren and
Xu Tan and
Tao Qin and
Jian Luan and
Zhou Zhao and
Tie{-}Yan Liu},
title = {DeepSinger: Singing Voice Synthesis with Data Mined From the Web},
journal = {CoRR},
volume = {abs/2007.04590},
year = {2020},
url = {https://arxiv.org/abs/2007.04590},
eprinttype = {arXiv},
eprint = {2007.04590},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04590.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04649,
author = {Yang Fan and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Weiqing Liu and
Jiang Bian and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Learning to Teach with Deep Interactions},
journal = {CoRR},
volume = {abs/2007.04649},
year = {2020},
url = {https://arxiv.org/abs/2007.04649},
eprinttype = {arXiv},
eprint = {2007.04649},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04785,
author = {Renqian Luo and
Xu Tan and
Rui Wang and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Neural Architecture Search with {GBDT}},
journal = {CoRR},
volume = {abs/2007.04785},
year = {2020},
url = {https://arxiv.org/abs/2007.04785},
eprinttype = {arXiv},
eprint = {2007.04785},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05290,
author = {Xueqing Wu and
Yingce Xia and
Lijun Wu and
Shufang Xie and
Weiqing Liu and
Jiang Bian and
Tao Qin and
Tie{-}Yan Liu},
title = {Learn to Use Future Information in Simultaneous Translation},
journal = {CoRR},
volume = {abs/2007.05290},
year = {2020},
url = {https://arxiv.org/abs/2007.05290},
eprinttype = {arXiv},
eprint = {2007.05290},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08772,
author = {Jinglin Liu and
Yi Ren and
Xu Tan and
Chen Zhang and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
title = {Task-Level Curriculum Learning for Non-Autoregressive Neural Machine
Translation},
journal = {CoRR},
volume = {abs/2007.08772},
year = {2020},
url = {https://arxiv.org/abs/2007.08772},
eprinttype = {arXiv},
eprint = {2007.08772},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10567,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Jian Yin and
Tie{-}Yan Liu},
title = {Membership Inference with Privately Augmented Data Endorses the Benign
while Suppresses the Adversary},
journal = {CoRR},
volume = {abs/2007.10567},
year = {2020},
url = {https://arxiv.org/abs/2007.10567},
eprinttype = {arXiv},
eprint = {2007.10567},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10791,
author = {Chaohui Yu and
Jindong Wang and
Chang Liu and
Tao Qin and
Renjun Xu and
Wenjie Feng and
Yiqiang Chen and
Tie{-}Yan Liu},
title = {Learning to Match Distributions for Domain Adaptation},
journal = {CoRR},
volume = {abs/2007.10791},
year = {2020},
url = {https://arxiv.org/abs/2007.10791},
eprinttype = {arXiv},
eprint = {2007.10791},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01466,
author = {Qiyu Wu and
Chen Xing and
Yatao Li and
Guolin Ke and
Di He and
Tie{-}Yan Liu},
title = {Taking Notes on the Fly Helps {BERT} Pre-training},
journal = {CoRR},
volume = {abs/2008.01466},
year = {2020},
url = {https://arxiv.org/abs/2008.01466},
eprinttype = {arXiv},
eprint = {2008.01466},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03687,
author = {Jin Xu and
Xu Tan and
Yi Ren and
Tao Qin and
Jian Li and
Sheng Zhao and
Tie{-}Yan Liu},
title = {LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition},
journal = {CoRR},
volume = {abs/2008.03687},
year = {2020},
url = {https://arxiv.org/abs/2008.03687},
eprinttype = {arXiv},
eprint = {2008.03687},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-07703,
author = {Yi Ren and
Jinzheng He and
Xu Tan and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
title = {PopMAG: Pop Music Accompaniment Generation},
journal = {CoRR},
volume = {abs/2008.07703},
year = {2020},
url = {https://arxiv.org/abs/2008.07703},
eprinttype = {arXiv},
eprint = {2008.07703},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-07703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01776,
author = {Jiawei Chen and
Xu Tan and
Jian Luan and
Tao Qin and
Tie{-}Yan Liu},
title = {HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis},
journal = {CoRR},
volume = {abs/2009.01776},
year = {2020},
url = {https://arxiv.org/abs/2009.01776},
eprinttype = {arXiv},
eprint = {2009.01776},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-03294,
author = {Tianle Cai and
Shengjie Luo and
Keyulu Xu and
Di He and
Tie{-}Yan Liu and
Liwei Wang},
title = {GraphNorm: {A} Principled Approach to Accelerating Graph Neural Network
Training},
journal = {CoRR},
volume = {abs/2009.03294},
year = {2020},
url = {https://arxiv.org/abs/2009.03294},
eprinttype = {arXiv},
eprint = {2009.03294},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-03294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05784,
author = {Weicong Chen and
Xu Tan and
Yingce Xia and
Tao Qin and
Yu Wang and
Tie{-}Yan Liu},
title = {DualLip: {A} System for Joint Lip Reading and Generation},
journal = {CoRR},
volume = {abs/2009.05784},
year = {2020},
url = {https://arxiv.org/abs/2009.05784},
eprinttype = {arXiv},
eprint = {2009.05784},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11189,
author = {Xiao Yang and
Weiqing Liu and
Dong Zhou and
Jiang Bian and
Tie{-}Yan Liu},
title = {Qlib: An AI-oriented Quantitative Investment Platform},
journal = {CoRR},
volume = {abs/2009.11189},
year = {2020},
url = {https://arxiv.org/abs/2009.11189},
eprinttype = {arXiv},
eprint = {2009.11189},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09520,
author = {Hao Wang and
Jia Zhang and
Yingce Xia and
Jiang Bian and
Chao Zhang and
Tie{-}Yan Liu},
title = {{COSEA:} Convolutional Code Search with Layer-wise Attention},
journal = {CoRR},
volume = {abs/2010.09520},
year = {2020},
url = {https://arxiv.org/abs/2010.09520},
eprinttype = {arXiv},
eprint = {2010.09520},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01681,
author = {Chang Liu and
Xinwei Sun and
Jindong Wang and
Tao Li and
Tao Qin and
Wei Chen and
Tie{-}Yan Liu},
title = {Learning Causal Semantic Representation for Out-of-Distribution Prediction},
journal = {CoRR},
volume = {abs/2011.01681},
year = {2020},
url = {https://arxiv.org/abs/2011.01681},
eprinttype = {arXiv},
eprint = {2011.01681},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-02203,
author = {Xinwei Sun and
Botong Wu and
Chang Liu and
Xiangyu Zheng and
Wei Chen and
Tao Qin and
Tie{-}Yan Liu},
title = {Latent Causal Invariant Model},
journal = {CoRR},
volume = {abs/2011.02203},
year = {2020},
url = {https://arxiv.org/abs/2011.02203},
eprinttype = {arXiv},
eprint = {2011.02203},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-02203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09547,
author = {Chen Zhang and
Yi Ren and
Xu Tan and
Jinglin Liu and
Kejun Zhang and
Tao Qin and
Sheng Zhao and
Tie{-}Yan Liu},
title = {DenoiSpeech: Denoising Text to Speech with Frame-Level Noise Modeling},
journal = {CoRR},
volume = {abs/2012.09547},
year = {2020},
url = {https://arxiv.org/abs/2012.09547},
eprinttype = {arXiv},
eprint = {2012.09547},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09547.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Wenlei Shi and
Xinran Wei and
Jia Zhang and
Xiaoyuan Ni and
Arthur Jiang and
Jiang Bian and
Tie{-}Yan Liu},
title = {Cooperative Policy Learning with Pre-trained Heterogeneous Observation
Representations},
journal = {CoRR},
volume = {abs/2012.13099},
year = {2020},
url = {https://arxiv.org/abs/2012.13099},
eprinttype = {arXiv},
eprint = {2012.13099},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/MengCWML19,
author = {Qi Meng and
Wei Chen and
Yue Wang and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Convergence analysis of distributed stochastic gradient descent with
shuffling},
journal = {Neurocomputing},
volume = {337},
pages = {46--57},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.01.037},
doi = {10.1016/J.NEUCOM.2019.01.037},
timestamp = {Fri, 12 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/MengCWML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HeZCML19,
author = {Li He and
Shuxin Zheng and
Wei Chen and
Zhiming Ma and
Tie{-}Yan Liu},
title = {OptQuant: Distributed training of neural networks with optimized quantization
mechanisms},
journal = {Neurocomputing},
volume = {340},
pages = {233--244},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.02.049},
doi = {10.1016/J.NEUCOM.2019.02.049},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/HeZCML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/pami/YaoKWL19,
author = {Quanming Yao and
James T. Kwok and
Taifeng Wang and
Tie{-}Yan Liu},
title = {Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {41},
number = {11},
pages = {2628--2643},
year = {2019},
url = {https://doi.org/10.1109/TPAMI.2018.2858249},
doi = {10.1109/TPAMI.2018.2858249},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/YaoKWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yijun Wang and
Yingce Xia and
Li Zhao and
Jiang Bian and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Semi-Supervised Neural Machine Translation via Marginal Distribution
Estimation},
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number = {10},
pages = {1564--1576},
year = {2019},
url = {https://doi.org/10.1109/TASLP.2019.2921423},
doi = {10.1109/TASLP.2019.2921423},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/WangXZBQCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lijun Wu and
Xu Tan and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {Beyond Error Propagation: Language Branching Also Affects the Accuracy
of Sequence Generation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {27},
number = {12},
pages = {1868--1879},
year = {2019},
url = {https://doi.org/10.1109/TASLP.2019.2933727},
doi = {10.1109/TASLP.2019.2933727},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/WuTQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/GuoTHQXL19,
author = {Junliang Guo and
Xu Tan and
Di He and
Tao Qin and
Linli Xu and
Tie{-}Yan Liu},
title = {Non-Autoregressive Neural Machine Translation with Enhanced Decoder
Input},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3723--3730},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013723},
doi = {10.1609/AAAI.V33I01.33013723},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/GuoTHQXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/LiuZYBQYL19,
author = {Guoqing Liu and
Li Zhao and
Feidiao Yang and
Jiang Bian and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Trust Region Evolution Strategies},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4352--4359},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014352},
doi = {10.1609/AAAI.V33I01.33014352},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiuZYBQYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/WangTHQZL19,
author = {Yiren Wang and
Fei Tian and
Di He and
Tao Qin and
ChengXiang Zhai and
Tie{-}Yan Liu},
title = {Non-Autoregressive Machine Translation with Auxiliary Regularization},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5377--5384},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015377},
doi = {10.1609/AAAI.V33I01.33015377},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangTHQZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuHWWL19,
author = {Chang Xu and
Weiran Huang and
Hongwei Wang and
Gang Wang and
Tie{-}Yan Liu},
title = {Modeling Local Dependence in Natural Language with Multi-Channel Recurrent
Neural Networks},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5525--5532},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015525},
doi = {10.1609/AAAI.V33I01.33015525},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuHWWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhengMZ0YL19,
author = {Shuxin Zheng and
Qi Meng and
Huishuai Zhang and
Wei Chen and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Capacity Control of ReLU Neural Networks by Basis-Path Norm},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5925--5932},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015925},
doi = {10.1609/AAAI.V33I01.33015925},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhengMZ0YL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LengTQLL19,
author = {Yichong Leng and
Xu Tan and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Unsupervised Pivot Translation for Distant Languages},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {175--183},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1017},
doi = {10.18653/V1/P19-1017},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/LengTQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/GaoZWXQCZL19,
author = {Fei Gao and
Jinhua Zhu and
Lijun Wu and
Yingce Xia and
Tao Qin and
Xueqi Cheng and
Wengang Zhou and
Tie{-}Yan Liu},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Soft Contextual Data Augmentation for Neural Machine Translation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5539--5544},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1555},
doi = {10.18653/V1/P19-1555},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/GaoZWXQCZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WuWXTGQLL19,
author = {Lijun Wu and
Yiren Wang and
Yingce Xia and
Fei Tian and
Fei Gao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Anna Korhonen and
David R. Traum and
Llu{\'{\i}}s M{\`{a}}rquez},
title = {Depth Growing for Neural Machine Translation},
booktitle = {Proceedings of the 57th Conference of the Association for Computational
Linguistics, {ACL} 2019, Florence, Italy, July 28- August 2, 2019,
Volume 1: Long Papers},
pages = {5558--5563},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/p19-1558},
doi = {10.18653/V1/P19-1558},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/WuWXTGQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asru/SunTGZHLQL19,
author = {Hao Sun and
Xu Tan and
Jun{-}Wei Gan and
Sheng Zhao and
Dongxu Han and
Hongzhi Liu and
Tao Qin and
Tie{-}Yan Liu},
title = {Knowledge Distillation from Bert in Pre-Training and Fine-Tuning for
Polyphone Disambiguation},
booktitle = {{IEEE} Automatic Speech Recognition and Understanding Workshop, {ASRU}
2019, Singapore, December 14-18, 2019},
pages = {168--175},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ASRU46091.2019.9003918},
doi = {10.1109/ASRU46091.2019.9003918},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asru/SunTGZHLQL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiZBTL19,
author = {Xihan Li and
Jia Zhang and
Jiang Bian and
Yunhai Tong and
Tie{-}Yan Liu},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {A Cooperative Multi-Agent Reinforcement Learning Framework for Resource
Balancing in Complex Logistics Network},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {980--988},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331794},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LiZBTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TanCHXQL19,
author = {Xu Tan and
Jiale Chen and
Di He and
Yingce Xia and
Tao Qin and
Tie{-}Yan Liu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Multilingual Neural Machine Translation with Language Clustering},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {963--973},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1089},
doi = {10.18653/V1/D19-1089},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/TanCHXQL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuWXQLL19,
author = {Lijun Wu and
Yiren Wang and
Yingce Xia and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Exploiting Monolingual Data at Scale for Neural Machine Translation},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4205--4215},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1430},
doi = {10.18653/V1/D19-1430},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuWXQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuZHGQLL19,
author = {Lijun Wu and
Jinhua Zhu and
Di He and
Fei Gao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Machine Translation With Weakly Paired Documents},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4374--4383},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1446},
doi = {10.18653/V1/D19-1446},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuZHGQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiLHTQWL19,
author = {Zhuohan Li and
Zi Lin and
Di He and
Fei Tian and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {Hint-Based Training for Non-Autoregressive Machine Translation},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {5707--5712},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1573},
doi = {10.18653/V1/D19-1573},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/LiLHTQWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GaoHTQWL19,
author = {Jun Gao and
Di He and
Xu Tan and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {Representation Degeneration Problem in Training Natural Language Generation
Models},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SkEYojRqtm},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/GaoHTQWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MengZZCYMYL19,
author = {Qi Meng and
Shuxin Zheng and
Huishuai Zhang and
Wei Chen and
Qiwei Ye and
Zhi{-}Ming Ma and
Nenghai Yu and
Tie{-}Yan Liu},
title = {{G-SGD:} Optimizing ReLU Neural Networks in its Positively Scale-Invariant
Space},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=SyxfEn09Y7},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MengZZCYMYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TanRHQZL19,
author = {Xu Tan and
Yi Ren and
Di He and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
title = {Multilingual Neural Machine Translation with Knowledge Distillation},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1gUsoR9YX},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/TanRHQZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangXHTQZL19,
author = {Yiren Wang and
Yingce Xia and
Tianyu He and
Fei Tian and
Tao Qin and
ChengXiang Zhai and
Tie{-}Yan Liu},
title = {Multi-Agent Dual Learning},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HyGhN2A5tm},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/WangXHTQZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GongHLQWL19,
author = {Linyuan Gong and
Di He and
Zhuohan Li and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Efficient Training of {BERT} by Progressively Stacking},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2337--2346},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/gong19a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GongHLQWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RenTQZZL19,
author = {Yi Ren and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Almost Unsupervised Text to Speech and Automatic Speech Recognition},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5410--5419},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ren19a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RenTQZZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SongTQLL19,
author = {Kaitao Song and
Xu Tan and
Tao Qin and
Jianfeng Lu and
Tie{-}Yan Liu},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {{MASS:} Masked Sequence to Sequence Pre-training for Language Generation},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5926--5936},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/song19d.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SongTQLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangLZ19,
author = {Lijun Zhang and
Tie{-}Yan Liu and
Zhi{-}Hua Zhou},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Adaptive Regret of Convex and Smooth Functions},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {7414--7423},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/zhang19j.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangLZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YiZ0ML19,
author = {Mingyang Yi and
Huishuai Zhang and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
editor = {Sarit Kraus},
title = {BN-invariant Sharpness Regularizes the Training Model to Better Generalization},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4164--4170},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/578},
doi = {10.24963/IJCAI.2019/578},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YiZ0ML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuQWL19,
author = {Chang Xu and
Tao Qin and
Gang Wang and
Tie{-}Yan Liu},
editor = {Sarit Kraus},
title = {Polygon-Net: {A} General Framework for Jointly Boosting Multiple Unsupervised
Neural Machine Translation Models},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5320--5326},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/739},
doi = {10.24963/IJCAI.2019/739},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XuQWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/SunTGLZQL19,
author = {Hao Sun and
Xu Tan and
Jun{-}Wei Gan and
Hongzhi Liu and
Sheng Zhao and
Tao Qin and
Tie{-}Yan Liu},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {2115--2119},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-1208},
doi = {10.21437/INTERSPEECH.2019-1208},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/SunTGLZQL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/KeXZBL19,
author = {Guolin Ke and
Zhenhui Xu and
Jia Zhang and
Jiang Bian and
Tie{-}Yan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {DeepGBM: {A} Deep Learning Framework Distilled by {GBDT} for Online
Prediction Tasks},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {384--394},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330858},
doi = {10.1145/3292500.3330858},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/KeXZBL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiYZBQL19,
author = {Zhige Li and
Derek Yang and
Li Zhao and
Jiang Bian and
Tao Qin and
Tie{-}Yan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Individualized Indicator for All: Stock-wise Technical Indicator Optimization
with Stock Embedding},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {894--902},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330833},
doi = {10.1145/3292500.3330833},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiYZBQL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenZBXL19,
author = {Chi Chen and
Li Zhao and
Jiang Bian and
Chunxiao Xing and
Tie{-}Yan Liu},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Investment Behaviors Can Tell What Inside: Exploring Stock Intrinsic
Properties for Stock Trend Prediction},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2376--2384},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330663},
doi = {10.1145/3292500.3330663},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenZBXL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RenRTQZZL19,
author = {Yi Ren and
Yangjun Ruan and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {FastSpeech: Fast, Robust and Controllable Text to Speech},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {3165--3174},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f63f65b503e22cb970527f23c9ad7db1-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RenRTQZZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangZLQ0L19,
author = {Derek Yang and
Li Zhao and
Zichuan Lin and
Tao Qin and
Jiang Bian and
Tie{-}Yan Liu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Fully Parameterized Quantile Function for Distributional Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6190--6199},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f471223d1a1614b58a7dc45c9d01df19-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangZLQ0L19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinZYQLY19,
author = {Zichuan Lin and
Li Zhao and
Derek Yang and
Tao Qin and
Tie{-}Yan Liu and
Guangwen Yang},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Distributional Reward Decomposition for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6212--6221},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/97108695bd93b6be52fa0334874c8722-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinZYQLY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangXTGQZL19,
author = {Yiren Wang and
Yingce Xia and
Fei Tian and
Fei Gao and
Tao Qin and
ChengXiang Zhai and
Tie{-}Yan Liu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Neural Machine Translation with Soft Prototype},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {6313--6322},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d594b1a945b5d645e59e21f88bd2d83b-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangXTGQZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HouZKGQL19,
author = {Lu Hou and
Jinhua Zhu and
James T. Kwok and
Fei Gao and
Tao Qin and
Tie{-}Yan Liu},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Normalization Helps Training of Quantized {LSTM}},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7344--7354},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f8eb278a8bce873ef365b45e939da38a-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HouZKGQL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wmt/XiaTTGHCFGLLWWZ19,
author = {Yingce Xia and
Xu Tan and
Fei Tian and
Fei Gao and
Di He and
Weicong Chen and
Yang Fan and
Linyuan Gong and
Yichong Leng and
Renqian Luo and
Yiren Wang and
Lijun Wu and
Jinhua Zhu and
Tao Qin and
Tie{-}Yan Liu},
editor = {Ondrej Bojar and
Rajen Chatterjee and
Christian Federmann and
Mark Fishel and
Yvette Graham and
Barry Haddow and
Matthias Huck and
Antonio Jimeno{-}Yepes and
Philipp Koehn and
Andr{\'{e}} Martins and
Christof Monz and
Matteo Negri and
Aur{\'{e}}lie N{\'{e}}v{\'{e}}ol and
Mariana L. Neves and
Matt Post and
Marco Turchi and
Karin Verspoor},
title = {Microsoft Research Asia's Systems for {WMT19}},
booktitle = {Proceedings of the Fourth Conference on Machine Translation, {WMT}
2019, Florence, Italy, August 1-2, 2019 - Volume 2: Shared Task Papers,
Day 1},
pages = {424--433},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5348},
doi = {10.18653/V1/W19-5348},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wmt/XiaTTGHCFGLLWWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10245,
author = {Yiren Wang and
Fei Tian and
Di He and
Tao Qin and
ChengXiang Zhai and
Tie{-}Yan Liu},
title = {Non-Autoregressive Machine Translation with Auxiliary Regularization},
journal = {CoRR},
volume = {abs/1902.10245},
year = {2019},
url = {http://arxiv.org/abs/1902.10245},
eprinttype = {arXiv},
eprint = {1902.10245},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10461,
author = {Xu Tan and
Yi Ren and
Di He and
Tao Qin and
Zhou Zhao and
Tie{-}Yan Liu},
title = {Multilingual Neural Machine Translation with Knowledge Distillation},
journal = {CoRR},
volume = {abs/1902.10461},
year = {2019},
url = {http://arxiv.org/abs/1902.10461},
eprinttype = {arXiv},
eprint = {1902.10461},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00714,
author = {Xihan Li and
Jia Zhang and
Jiang Bian and
Yunhai Tong and
Tie{-}Yan Liu},
title = {A Cooperative Multi-Agent Reinforcement Learning Framework for Resource
Balancing in Complex Logistics Network},
journal = {CoRR},
volume = {abs/1903.00714},
year = {2019},
url = {http://arxiv.org/abs/1903.00714},
eprinttype = {arXiv},
eprint = {1903.00714},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02237,
author = {Mingyang Yi and
Qi Meng and
Wei Chen and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Positively Scale-Invariant Flatness of ReLU Neural Networks},
journal = {CoRR},
volume = {abs/1903.02237},
year = {2019},
url = {http://arxiv.org/abs/1903.02237},
eprinttype = {arXiv},
eprint = {1903.02237},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02237.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05926,
author = {Ling Pan and
Qingpeng Cai and
Qi Meng and
Wei Chen and
Longbo Huang and
Tie{-}Yan Liu},
title = {Reinforcement Learning with Dynamic Boltzmann Softmax Updates},
journal = {CoRR},
volume = {abs/1903.05926},
year = {2019},
url = {http://arxiv.org/abs/1903.05926},
eprinttype = {arXiv},
eprint = {1903.05926},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07120,
author = {Huishuai Zhang and
Da Yu and
Wei Chen and
Tie{-}Yan Liu},
title = {Training Over-parameterized Deep ResNet Is almost as Easy as Training
a Two-layer Network},
journal = {CoRR},
volume = {abs/1903.07120},
year = {2019},
url = {http://arxiv.org/abs/1903.07120},
eprinttype = {arXiv},
eprint = {1903.07120},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-03446,
author = {Hao Sun and
Xu Tan and
Jun{-}Wei Gan and
Hongzhi Liu and
Sheng Zhao and
Tao Qin and
Tie{-}Yan Liu},
title = {Token-Level Ensemble Distillation for Grapheme-to-Phoneme Conversion},
journal = {CoRR},
volume = {abs/1904.03446},
year = {2019},
url = {http://arxiv.org/abs/1904.03446},
eprinttype = {arXiv},
eprint = {1904.03446},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-03446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-11681,
author = {Lijun Zhang and
Tie{-}Yan Liu and
Zhi{-}Hua Zhou},
title = {Adaptive Regret of Convex and Smooth Functions},
journal = {CoRR},
volume = {abs/1904.11681},
year = {2019},
url = {http://arxiv.org/abs/1904.11681},
eprinttype = {arXiv},
eprint = {1904.11681},
timestamp = {Sun, 22 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-11681.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02450,
author = {Kaitao Song and
Xu Tan and
Tao Qin and
Jianfeng Lu and
Tie{-}Yan Liu},
title = {{MASS:} Masked Sequence to Sequence Pre-training for Language Generation},
journal = {CoRR},
volume = {abs/1905.02450},
year = {2019},
url = {http://arxiv.org/abs/1905.02450},
eprinttype = {arXiv},
eprint = {1905.02450},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-02450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06791,
author = {Yi Ren and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
title = {Almost Unsupervised Text to Speech and Automatic Speech Recognition},
journal = {CoRR},
volume = {abs/1905.06791},
year = {2019},
url = {http://arxiv.org/abs/1905.06791},
eprinttype = {arXiv},
eprint = {1905.06791},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09263,
author = {Yi Ren and
Yangjun Ruan and
Xu Tan and
Tao Qin and
Sheng Zhao and
Zhou Zhao and
Tie{-}Yan Liu},
title = {FastSpeech: Fast, Robust and Controllable Text to Speech},
journal = {CoRR},
volume = {abs/1905.09263},
year = {2019},
url = {http://arxiv.org/abs/1905.09263},
eprinttype = {arXiv},
eprint = {1905.09263},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09263.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10523,
author = {Jinhua Zhu and
Fei Gao and
Lijun Wu and
Yingce Xia and
Tao Qin and
Wengang Zhou and
Xueqi Cheng and
Tie{-}Yan Liu},
title = {Soft Contextual Data Augmentation for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1905.10523},
year = {2019},
url = {http://arxiv.org/abs/1905.10523},
eprinttype = {arXiv},
eprint = {1905.10523},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10523.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11583,
author = {Ruihan Yang and
Qiwei Ye and
Tie{-}Yan Liu},
title = {Learning Efficient and Effective Exploration Policies with Counterfactual
Meta Policy},
journal = {CoRR},
volume = {abs/1905.11583},
year = {2019},
url = {http://arxiv.org/abs/1905.11583},
eprinttype = {arXiv},
eprint = {1905.11583},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11591,
author = {Yufei Wang and
Qiwei Ye and
Tie{-}Yan Liu},
title = {Beyond Exponentially Discounted Sum: Automatic Learning of Return
Function},
journal = {CoRR},
volume = {abs/1905.11591},
year = {2019},
url = {http://arxiv.org/abs/1905.11591},
eprinttype = {arXiv},
eprint = {1905.11591},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12648,
author = {Shicong Cen and
Huishuai Zhang and
Yuejie Chi and
Wei Chen and
Tie{-}Yan Liu},
title = {Convergence of Distributed Stochastic Variance Reduced Methods without
Sampling Extra Data},
journal = {CoRR},
volume = {abs/1905.12648},
year = {2019},
url = {http://arxiv.org/abs/1905.12648},
eprinttype = {arXiv},
eprint = {1905.12648},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02461,
author = {Yichong Leng and
Xu Tan and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Unsupervised Pivot Translation for Distant Languages},
journal = {CoRR},
volume = {abs/1906.02461},
year = {2019},
url = {http://arxiv.org/abs/1906.02461},
eprinttype = {arXiv},
eprint = {1906.02461},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02762,
author = {Yiping Lu and
Zhuohan Li and
Di He and
Zhiqing Sun and
Bin Dong and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {Understanding and Improving Transformer From a Multi-Particle Dynamic
System Point of View},
journal = {CoRR},
volume = {abs/1906.02762},
year = {2019},
url = {http://arxiv.org/abs/1906.02762},
eprinttype = {arXiv},
eprint = {1906.02762},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01968,
author = {Lijun Wu and
Yiren Wang and
Yingce Xia and
Fei Tian and
Fei Gao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {Depth Growing for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1907.01968},
year = {2019},
url = {http://arxiv.org/abs/1907.01968},
eprinttype = {arXiv},
eprint = {1907.01968},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06870,
author = {Zhenhui Xu and
Guolin Ke and
Jia Zhang and
Jiang Bian and
Tie{-}Yan Liu},
title = {Light Multi-segment Activation for Model Compression},
journal = {CoRR},
volume = {abs/1907.06870},
year = {2019},
url = {http://arxiv.org/abs/1907.06870},
eprinttype = {arXiv},
eprint = {1907.06870},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06870.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12009,
author = {Jun Gao and
Di He and
Xu Tan and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {Representation Degeneration Problem in Training Natural Language Generation
Models},
journal = {CoRR},
volume = {abs/1907.12009},
year = {2019},
url = {http://arxiv.org/abs/1907.12009},
eprinttype = {arXiv},
eprint = {1907.12009},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09324,
author = {Xu Tan and
Jiale Chen and
Di He and
Yingce Xia and
Tao Qin and
Tie{-}Yan Liu},
title = {Multilingual Neural Machine Translation with Language Clustering},
journal = {CoRR},
volume = {abs/1908.09324},
year = {2019},
url = {http://arxiv.org/abs/1908.09324},
eprinttype = {arXiv},
eprint = {1908.09324},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09324.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09362,
author = {Ziyu Liu and
Guolin Ke and
Jiang Bian and
Tie{-}Yan Liu},
title = {LightMC: {A} Dynamic and Efficient Multiclass Decomposition Algorithm},
journal = {CoRR},
volume = {abs/1908.09362},
year = {2019},
url = {http://arxiv.org/abs/1908.09362},
eprinttype = {arXiv},
eprint = {1908.09362},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03500,
author = {Zhining Liu and
Wei Cao and
Zhifeng Gao and
Jiang Bian and
Hechang Chen and
Yi Chang and
Tie{-}Yan Liu},
title = {Self-paced Ensemble for Highly Imbalanced Massive Data Classification},
journal = {CoRR},
volume = {abs/1909.03500},
year = {2019},
url = {http://arxiv.org/abs/1909.03500},
eprinttype = {arXiv},
eprint = {1909.03500},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06708,
author = {Zhuohan Li and
Zi Lin and
Di He and
Fei Tian and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {Hint-Based Training for Non-Autoregressive Machine Translation},
journal = {CoRR},
volume = {abs/1909.06708},
year = {2019},
url = {http://arxiv.org/abs/1909.06708},
eprinttype = {arXiv},
eprint = {1909.06708},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-06708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02140,
author = {Derek Yang and
Li Zhao and
Zichuan Lin and
Tao Qin and
Jiang Bian and
Tie{-}Yan Liu},
title = {Fully Parameterized Quantile Function for Distributional Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1911.02140},
year = {2019},
url = {http://arxiv.org/abs/1911.02140},
eprinttype = {arXiv},
eprint = {1911.02140},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-02166,
author = {Zichuan Lin and
Li Zhao and
Derek Yang and
Tao Qin and
Guangwen Yang and
Tie{-}Yan Liu},
title = {Distributional Reward Decomposition for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1911.02166},
year = {2019},
url = {http://arxiv.org/abs/1911.02166},
eprinttype = {arXiv},
eprint = {1911.02166},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-02166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06191,
author = {Yingce Xia and
Xu Tan and
Fei Tian and
Fei Gao and
Weicong Chen and
Yang Fan and
Linyuan Gong and
Yichong Leng and
Renqian Luo and
Yiren Wang and
Lijun Wu and
Jinhua Zhu and
Tao Qin and
Tie{-}Yan Liu},
title = {Microsoft Research Asia's Systems for {WMT19}},
journal = {CoRR},
volume = {abs/1911.06191},
year = {2019},
url = {http://arxiv.org/abs/1911.06191},
eprinttype = {arXiv},
eprint = {1911.06191},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06191.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08717,
author = {Junliang Guo and
Xu Tan and
Linli Xu and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine
Translation},
journal = {CoRR},
volume = {abs/1911.08717},
year = {2019},
url = {http://arxiv.org/abs/1911.08717},
eprinttype = {arXiv},
eprint = {1911.08717},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-11363,
author = {Da Yu and
Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu and
Jian Yin},
title = {Gradient Perturbation is Underrated for Differentially Private Convex
Optimization},
journal = {CoRR},
volume = {abs/1911.11363},
year = {2019},
url = {http://arxiv.org/abs/1911.11363},
eprinttype = {arXiv},
eprint = {1911.11363},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-11363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-11625,
author = {Xu Tan and
Yichong Leng and
Jiale Chen and
Yi Ren and
Tao Qin and
Tie{-}Yan Liu},
title = {A Study of Multilingual Neural Machine Translation},
journal = {CoRR},
volume = {abs/1912.11625},
year = {2019},
url = {http://arxiv.org/abs/1912.11625},
eprinttype = {arXiv},
eprint = {1912.11625},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-11625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/TianQL18,
author = {Fei Tian and
Tao Qin and
Tie{-}Yan Liu},
title = {Computational pricing in Internet era},
journal = {Frontiers Comput. Sci.},
volume = {12},
number = {1},
pages = {40--54},
year = {2018},
url = {https://doi.org/10.1007/s11704-017-6005-0},
doi = {10.1007/S11704-017-6005-0},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/TianQL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangXZBQLL18,
author = {Yijun Wang and
Yingce Xia and
Li Zhao and
Jiang Bian and
Tao Qin and
Guiquan Liu and
Tie{-}Yan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Dual Transfer Learning for Neural Machine Translation with Marginal
Distribution Regularization},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5553--5560},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11999},
doi = {10.1609/AAAI.V32I1.11999},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangXZBQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuTZLL18,
author = {Lijun Wu and
Fei Tian and
Li Zhao and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Word Attention for Sequence to Sequence Text Understanding},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {5578--5585},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11971},
doi = {10.1609/AAAI.V32I1.11971},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuTZLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuXTZQLL18,
author = {Lijun Wu and
Yingce Xia and
Fei Tian and
Li Zhao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Adversarial Neural Machine Translation},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {534--549},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/wu18a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/WuXTZQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YangJLSZ18,
author = {Feidiao Yang and
Tiancheng Jin and
Tie{-}Yan Liu and
Xiaoming Sun and
Jialin Zhang},
editor = {Jun Zhu and
Ichiro Takeuchi},
title = {Boosting Dynamic Programming with Neural Networks for Solving NP-hard
Problems},
booktitle = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
2018, Beijing, China, November 14-16, 2018},
series = {Proceedings of Machine Learning Research},
volume = {95},
pages = {726--739},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v95/yang18a.html},
timestamp = {Wed, 26 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YangJLSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SunCBLL18,
author = {Shizhao Sun and
Wei Chen and
Jiang Bian and
Xiaoguang Liu and
Tie{-}Yan Liu},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Slim-DP: {A} Multi-Agent System for Communication-Efficient Distributed
Deep Learning},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {721--729},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237490},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/SunCBLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/SongTHLQL18,
author = {Kaitao Song and
Xu Tan and
Di He and
Jianfeng Lu and
Tao Qin and
Tie{-}Yan Liu},
editor = {Emily M. Bender and
Leon Derczynski and
Pierre Isabelle},
title = {Double Path Networks for Sequence to Sequence Learning},
booktitle = {Proceedings of the 27th International Conference on Computational
Linguistics, {COLING} 2018, Santa Fe, New Mexico, USA, August 20-26,
2018},
pages = {3064--3074},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://aclanthology.org/C18-1259/},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/coling/SongTHLQL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinXQ0L18,
author = {Jianxin Lin and
Yingce Xia and
Tao Qin and
Zhibo Chen and
Tie{-}Yan Liu},
title = {Conditional Image-to-Image Translation},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {5524--5532},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Lin\_Conditional\_Image-to-Image\_Translation\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00579},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LinXQ0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuTHTQLL18,
author = {Lijun Wu and
Xu Tan and
Di He and
Fei Tian and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Beyond Error Propagation in Neural Machine Translation: Characteristics
of Language Also Matter},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3602--3611},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1396},
doi = {10.18653/V1/D18-1396},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuTHTQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuTQLL18,
author = {Lijun Wu and
Fei Tian and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {A Study of Reinforcement Learning for Neural Machine Translation},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {3612--3621},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1397},
doi = {10.18653/V1/D18-1397},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuTQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FanTQ0L18,
author = {Yang Fan and
Fei Tian and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Learning to Teach},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=HJewuJWCZ},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/FanTQ0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiHT0QWL18,
author = {Zhuohan Li and
Di He and
Fei Tian and
Wei Chen and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Towards Binary-Valued Gates for Robust {LSTM} Training},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {3001--3010},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/li18c.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LiHT0QWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaTTQYL18,
author = {Yingce Xia and
Xu Tan and
Fei Tian and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Model-Level Dual Learning},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5379--5388},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xia18a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiaTTQYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeMCML18,
author = {Li He and
Qi Meng and
Wei Chen and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Differential Equations for Modeling Asynchronous Algorithms},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2220--2226},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/307},
doi = {10.24963/IJCAI.2018/307},
timestamp = {Tue, 20 Aug 2019 16:19:08 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HeMCML18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DingLBZL18,
author = {Yi Ding and
Weiqing Liu and
Jiang Bian and
Daoqiang Zhang and
Tie{-}Yan Liu},
editor = {Yike Guo and
Faisal Farooq},
title = {Investor-Imitator: {A} Framework for Trading Knowledge Extraction},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1310--1319},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220113},
doi = {10.1145/3219819.3220113},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DingLBZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/GaoWZQCL18,
author = {Fei Gao and
Lijun Wu and
Li Zhao and
Tao Qin and
Xueqi Cheng and
Tie{-}Yan Liu},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Efficient Sequence Learning with Group Recurrent Networks},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {799--808},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1073},
doi = {10.18653/V1/N18-1073},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/GaoWZQCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/naacl/ShenTHQL18,
author = {Yanyao Shen and
Xu Tan and
Di He and
Tao Qin and
Tie{-}Yan Liu},
editor = {Marilyn A. Walker and
Heng Ji and
Amanda Stent},
title = {Dense Information Flow for Neural Machine Translation},
booktitle = {Proceedings of the 2018 Conference of the North American Chapter of
the Association for Computational Linguistics: Human Language Technologies,
{NAACL-HLT} 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume
1 (Long Papers)},
pages = {1294--1303},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/n18-1117},
doi = {10.18653/V1/N18-1117},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/naacl/ShenTHQL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GongHTQ0L18,
author = {ChengYue Gong and
Di He and
Xu Tan and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {{FRAGE:} Frequency-Agnostic Word Representation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1341--1352},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e555ebe0ce426f7f9b2bef0706315e0c-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GongHTQ0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuTXFQLL18,
author = {Lijun Wu and
Fei Tian and
Yingce Xia and
Yang Fan and
Tao Qin and
Jian{-}Huang Lai and
Tie{-}Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Learning to Teach with Dynamic Loss Functions},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6467--6478},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/8051a3c40561002834e59d566b7430cf-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WuTXFQLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Zhang0L18,
author = {Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {On the Local Hessian in Back-propagation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6521--6531},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b6d67a24906e8a8541291882f81d31ca-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Zhang0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuoTQCL18,
author = {Renqian Luo and
Fei Tian and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Neural Architecture Optimization},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7827--7838},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/933670f1ac8ba969f32989c312faba75-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LuoTQCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeTXHQ0L18,
author = {Tianyu He and
Xu Tan and
Yingce Xia and
Di He and
Tao Qin and
Zhibo Chen and
Tie{-}Yan Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Layer-Wise Coordination between Encoder and Decoder for Neural Machine
Translation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7955--7965},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4fb8a7a22a82c80f2c26fe6c1e0dcbb3-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeTXHQ0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiongLCL18,
author = {Chenyan Xiong and
Zhengzhong Liu and
Jamie Callan and
Tie{-}Yan Liu},
editor = {Kevyn Collins{-}Thompson and
Qiaozhu Mei and
Brian D. Davison and
Yiqun Liu and
Emine Yilmaz},
title = {Towards Better Text Understanding and Retrieval through Kernel Entity
Salience Modeling},
booktitle = {The 41st International {ACM} {SIGIR} Conference on Research {\&}
Development in Information Retrieval, {SIGIR} 2018, Ann Arbor, MI,
USA, July 08-12, 2018},
pages = {575--584},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209978.3209982},
doi = {10.1145/3209978.3209982},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/XiongLCL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HuLBLL18,
author = {Ziniu Hu and
Weiqing Liu and
Jiang Bian and
Xuanzhe Liu and
Tie{-}Yan Liu},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Listening to Chaotic Whispers: {A} Deep Learning Framework for News-oriented
Stock Trend Prediction},
booktitle = {Proceedings of the Eleventh {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2018, Marina Del Rey, CA, USA, February
5-9, 2018},
pages = {261--269},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159690},
doi = {10.1145/3159652.3159690},
timestamp = {Thu, 13 Aug 2020 18:13:38 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/HuLBLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ccir/2018,
editor = {Shichao Zhang and
Tie{-}Yan Liu and
Xianxian Li and
Jiafeng Guo and
Chenliang Li},
title = {Information Retrieval - 24th China Conference, {CCIR} 2018, Guilin,
China, September 27-29, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11168},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01012-6},
doi = {10.1007/978-3-030-01012-6},
isbn = {978-3-030-01011-9},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccir/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ictir/2018,
editor = {Dawei Song and
Tie{-}Yan Liu and
Le Sun and
Peter Bruza and
Massimo Melucci and
Fabrizio Sebastiani and
Grace Hui Yang},
title = {Proceedings of the 2018 {ACM} {SIGIR} International Conference on
Theory of Information Retrieval, {ICTIR} 2018, Tianjin, China, September
14-17, 2018},
publisher = {{ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3234944},
timestamp = {Wed, 26 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictir/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03713,
author = {Qi Meng and
Wei Chen and
Shuxin Zheng and
Qiwei Ye and
Tie{-}Yan Liu},
title = {Optimizing Neural Networks in the Equivalent Class Space},
journal = {CoRR},
volume = {abs/1802.03713},
year = {2018},
url = {http://arxiv.org/abs/1802.03713},
eprinttype = {arXiv},
eprint = {1802.03713},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09750,
author = {Huishuai Zhang and
Wei Chen and
Tie{-}Yan Liu},
title = {Train Feedfoward Neural Network with Layer-wise Adaptive Rate via
Approximating Back-matching Propagation},
journal = {CoRR},
volume = {abs/1802.09750},
year = {2018},
url = {http://arxiv.org/abs/1802.09750},
eprinttype = {arXiv},
eprint = {1802.09750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05567,
author = {Hany Hassan and
Anthony Aue and
Chang Chen and
Vishal Chowdhary and
Jonathan Clark and
Christian Federmann and
Xuedong Huang and
Marcin Junczys{-}Dowmunt and
William Lewis and
Mu Li and
Shujie Liu and
Tie{-}Yan Liu and
Renqian Luo and
Arul Menezes and
Tao Qin and
Frank Seide and
Xu Tan and
Fei Tian and
Lijun Wu and
Shuangzhi Wu and
Yingce Xia and
Dongdong Zhang and
Zhirui Zhang and
Ming Zhou},
title = {Achieving Human Parity on Automatic Chinese to English News Translation},
journal = {CoRR},
volume = {abs/1803.05567},
year = {2018},
url = {http://arxiv.org/abs/1803.05567},
eprinttype = {arXiv},
eprint = {1803.05567},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-00251,
author = {Jianxin Lin and
Yingce Xia and
Tao Qin and
Zhibo Chen and
Tie{-}Yan Liu},
title = {Conditional Image-to-Image Translation},
journal = {CoRR},
volume = {abs/1805.00251},
year = {2018},
url = {http://arxiv.org/abs/1805.00251},
eprinttype = {arXiv},
eprint = {1805.00251},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-00251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-01334,
author = {Chenyan Xiong and
Zhengzhong Liu and
Jamie Callan and
Tie{-}Yan Liu},
title = {Towards Better Text Understanding and Retrieval through Kernel Entity
Salience Modeling},
journal = {CoRR},
volume = {abs/1805.01334},
year = {2018},
url = {http://arxiv.org/abs/1805.01334},
eprinttype = {arXiv},
eprint = {1805.01334},
timestamp = {Sat, 11 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-01334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-02991,
author = {Li He and
Qi Meng and
Wei Chen and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Differential Equations for Modeling Asynchronous Algorithms},
journal = {CoRR},
volume = {abs/1805.02991},
year = {2018},
url = {http://arxiv.org/abs/1805.02991},
eprinttype = {arXiv},
eprint = {1805.02991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-02991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03643,
author = {Yang Fan and
Fei Tian and
Tao Qin and
Xiang{-}Yang Li and
Tie{-}Yan Liu},
title = {Learning to Teach},
journal = {CoRR},
volume = {abs/1805.03643},
year = {2018},
url = {http://arxiv.org/abs/1805.03643},
eprinttype = {arXiv},
eprint = {1805.03643},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00722,
author = {Yanyao Shen and
Xu Tan and
Di He and
Tao Qin and
Tie{-}Yan Liu},
title = {Dense Information Flow for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1806.00722},
year = {2018},
url = {http://arxiv.org/abs/1806.00722},
eprinttype = {arXiv},
eprint = {1806.00722},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02988,
author = {Zhuohan Li and
Di He and
Fei Tian and
Wei Chen and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {Towards Binary-Valued Gates for Robust {LSTM} Training},
journal = {CoRR},
volume = {abs/1806.02988},
year = {2018},
url = {http://arxiv.org/abs/1806.02988},
eprinttype = {arXiv},
eprint = {1806.02988},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04856,
author = {Kaitao Song and
Xu Tan and
Di He and
Jianfeng Lu and
Tao Qin and
Tie{-}Yan Liu},
title = {Double Path Networks for Sequence to Sequence Learning},
journal = {CoRR},
volume = {abs/1806.04856},
year = {2018},
url = {http://arxiv.org/abs/1806.04856},
eprinttype = {arXiv},
eprint = {1806.04856},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-07233,
author = {Renqian Luo and
Fei Tian and
Tao Qin and
Tie{-}Yan Liu},
title = {Neural Architecture Optimization},
journal = {CoRR},
volume = {abs/1808.07233},
year = {2018},
url = {http://arxiv.org/abs/1808.07233},
eprinttype = {arXiv},
eprint = {1808.07233},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-07233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-08866,
author = {Lijun Wu and
Fei Tian and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {A Study of Reinforcement Learning for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1808.08866},
year = {2018},
url = {http://arxiv.org/abs/1808.08866},
eprinttype = {arXiv},
eprint = {1808.08866},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-08866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-00120,
author = {Lijun Wu and
Xu Tan and
Di He and
Fei Tian and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {Beyond Error Propagation in Neural Machine Translation: Characteristics
of Language Also Matter},
journal = {CoRR},
volume = {abs/1809.00120},
year = {2018},
url = {http://arxiv.org/abs/1809.00120},
eprinttype = {arXiv},
eprint = {1809.00120},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-00120.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06858,
author = {ChengYue Gong and
Di He and
Xu Tan and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
title = {{FRAGE:} Frequency-Agnostic Word Representation},
journal = {CoRR},
volume = {abs/1809.06858},
year = {2018},
url = {http://arxiv.org/abs/1809.06858},
eprinttype = {arXiv},
eprint = {1809.06858},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-07122,
author = {Shuxin Zheng and
Qi Meng and
Huishuai Zhang and
Wei Chen and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Capacity Control of ReLU Neural Networks by Basis-path Norm},
journal = {CoRR},
volume = {abs/1809.07122},
year = {2018},
url = {http://arxiv.org/abs/1809.07122},
eprinttype = {arXiv},
eprint = {1809.07122},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-07122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08923,
author = {Yue Wang and
Qi Meng and
Wei Chen and
Yuting Liu and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Target Transfer Q-Learning and Its Convergence Analysis},
journal = {CoRR},
volume = {abs/1809.08923},
year = {2018},
url = {http://arxiv.org/abs/1809.08923},
eprinttype = {arXiv},
eprint = {1809.08923},
timestamp = {Mon, 15 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-08926,
author = {Yue Wang and
Wei Chen and
Yuting Liu and
Zhi{-}Ming Ma and
Tie{-}Yan Liu},
title = {Finite Sample Analysis of the {GTD} Policy Evaluation Algorithms in
Markov Setting},
journal = {CoRR},
volume = {abs/1809.08926},
year = {2018},
url = {http://arxiv.org/abs/1809.08926},
eprinttype = {arXiv},
eprint = {1809.08926},
timestamp = {Mon, 15 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-08926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12081,
author = {Lijun Wu and
Fei Tian and
Yingce Xia and
Yang Fan and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {Learning to Teach with Dynamic Loss Functions},
journal = {CoRR},
volume = {abs/1810.12081},
year = {2018},
url = {http://arxiv.org/abs/1810.12081},
eprinttype = {arXiv},
eprint = {1810.12081},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05121,
author = {Chang Xu and
Weiran Huang and
Hongwei Wang and
Gang Wang and
Tie{-}Yan Liu},
title = {Modeling Local Dependence in Natural Language with Multi-channel Recurrent
Neural Networks},
journal = {CoRR},
volume = {abs/1811.05121},
year = {2018},
url = {http://arxiv.org/abs/1811.05121},
eprinttype = {arXiv},
eprint = {1811.05121},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09664,
author = {Junliang Guo and
Xu Tan and
Di He and
Tao Qin and
Linli Xu and
Tie{-}Yan Liu},
title = {Non-Autoregressive Neural Machine Translation with Enhanced Decoder
Input},
journal = {CoRR},
volume = {abs/1812.09664},
year = {2018},
url = {http://arxiv.org/abs/1812.09664},
eprinttype = {arXiv},
eprint = {1812.09664},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/XiaQDLZYL17,
author = {Yingce Xia and
Tao Qin and
Wenkui Ding and
Haifang Li and
Xudong Zhang and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Finite budget analysis of multi-armed bandit problems},
journal = {Neurocomputing},
volume = {258},
pages = {13--29},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2016.12.079},
doi = {10.1016/J.NEUCOM.2016.12.079},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/XiaQDLZYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HolmesLLKSZ17,
author = {Geoffrey Holmes and
Tie{-}Yan Liu and
Hang Li and
Irwin King and
Masashi Sugiyama and
Zhi{-}Hua Zhou},
title = {Introduction: special issue of selected papers from {ACML} 2015},
journal = {Mach. Learn.},
volume = {106},
number = {4},
pages = {459--461},
year = {2017},
url = {https://doi.org/10.1007/s10994-017-5636-6},
doi = {10.1007/S10994-017-5636-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/HolmesLLKSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RongQAL17,
author = {Jiang Rong and
Tao Qin and
Bo An and
Tie{-}Yan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Revenue Maximization for Finitely Repeated Ad Auctions},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {663--669},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10604},
doi = {10.1609/AAAI.V31I1.10604},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/RongQAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangMQSL17,
author = {Jia Zhang and
Weidong Ma and
Tao Qin and
Xiaoming Sun and
Tie{-}Yan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Randomized Mechanisms for Selling Reserved Instances in Cloud Computing},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {750--757},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10596},
doi = {10.1609/AAAI.V31I1.10596},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhangMQSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengCYWML17,
author = {Qi Meng and
Wei Chen and
Jingcheng Yu and
Taifeng Wang and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Asynchronous Stochastic Proximal Optimization Algorithms with Variance
Reduction},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2329--2335},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10910},
doi = {10.1609/AAAI.V31I1.10910},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengCYWML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MengWCWML17,
author = {Qi Meng and
Yue Wang and
Wei Chen and
Taifeng Wang and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Generalization Error Bounds for Optimization Algorithms via Stability},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2336--2342},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10919},
doi = {10.1609/AAAI.V31I1.10919},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MengWCWML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/RongQAL17,
author = {Jiang Rong and
Tao Qin and
Bo An and
Tie{-}Yan Liu},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Pricing Optimization for Selling Reusable Resources},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {1719--1721},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091416},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/RongQAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/XuQBWL17,
author = {Chang Xu and
Tao Qin and
Yalong Bai and
Gang Wang and
Tie{-}Yan Liu},
title = {Convolutional neural networks for posed and spontaneous expression
recognition},
booktitle = {2017 {IEEE} International Conference on Multimedia and Expo, {ICME}
2017, Hong Kong, China, July 10-14, 2017},
pages = {769--774},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICME.2017.8019373},
doi = {10.1109/ICME.2017.8019373},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/XuQBWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaQCBYL17,
author = {Yingce Xia and
Tao Qin and
Wei Chen and
Jiang Bian and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Dual Supervised Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3789--3798},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/xia17a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiaQCBYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhengMWCYML17,
author = {Shuxin Zheng and
Qi Meng and
Taifeng Wang and
Wei Chen and
Nenghai Yu and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Doina Precup and
Yee Whye Teh},
title = {Asynchronous Stochastic Gradient Descent with Delay Compensation},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {4120--4129},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/zheng17b.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhengMWCYML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuZQLL17,
author = {Lijun Wu and
Li Zhao and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
editor = {Carles Sierra},
title = {Sequence Prediction with Unlabeled Data by Reward Function Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3098--3104},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/432},
doi = {10.24963/IJCAI.2017/432},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WuZQLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaBQYL17,
author = {Yingce Xia and
Jiang Bian and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Carles Sierra},
title = {Dual Inference for Machine Learning},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3112--3118},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/434},
doi = {10.24963/IJCAI.2017/434},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XiaBQYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YaoKGCL17,
author = {Quanming Yao and
James T. Kwok and
Fei Gao and
Wei Chen and
Tie{-}Yan Liu},
editor = {Carles Sierra},
title = {Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {3308--3314},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/462},
doi = {10.24963/IJCAI.2017/462},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YaoKGCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ChenHLMQTWZ17,
author = {Xujin Chen and
Xiaodong Hu and
Tie{-}Yan Liu and
Weidong Ma and
Tao Qin and
Pingzhong Tang and
Changjun Wang and
Bo Zheng},
editor = {Carles Sierra},
title = {Efficient Mechanism Design for Online Scheduling (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4985--4989},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/707},
doi = {10.24963/IJCAI.2017/707},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/ChenHLMQTWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeLXQ0L17,
author = {Di He and
Hanqing Lu and
Yingce Xia and
Tao Qin and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Decoding with Value Networks for Neural Machine Translation},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {178--187},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2b24d495052a8ce66358eb576b8912c8-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeLXQ0L17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaTWLQYL17,
author = {Yingce Xia and
Fei Tian and
Lijun Wu and
Jianxin Lin and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Deliberation Networks: Sequence Generation Beyond One-Pass Decoding},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1784--1794},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c6036a69be21cb660499b75718a3ef24-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiaTWLQYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KeMFWCMYL17,
author = {Guolin Ke and
Qi Meng and
Thomas Finley and
Taifeng Wang and
Wei Chen and
Weidong Ma and
Qiwei Ye and
Tie{-}Yan Liu},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {LightGBM: {A} Highly Efficient Gradient Boosting Decision Tree},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {3146--3154},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KeMFWCMYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCLML17,
author = {Yue Wang and
Wei Chen and
Yuting Liu and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Finite sample analysis of the {GTD} Policy Evaluation Algorithms in
Markov Setting},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5504--5513},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/353de26971b93af88da102641069b440-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangCLML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SunCBLL17,
author = {Shizhao Sun and
Wei Chen and
Jiang Bian and
Xiaoguang Liu and
Tie{-}Yan Liu},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Ensemble-Compression: {A} New Method for Parallel Training of Deep
Neural Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {187--202},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_12},
doi = {10.1007/978-3-319-71249-9\_12},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SunCBLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/XiaTQYL17,
author = {Yingce Xia and
Fei Tian and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Sequence Generation with Target Attention},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {816--831},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_49},
doi = {10.1007/978-3-319-71249-9\_49},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/XiaTQYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiongCL17,
author = {Chenyan Xiong and
Jamie Callan and
Tie{-}Yan Liu},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Word-Entity Duet Representations for Document Ranking},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {763--772},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080768},
doi = {10.1145/3077136.3080768},
timestamp = {Tue, 06 Nov 2018 11:07:22 +0100},
biburl = {https://dblp.org/rec/conf/sigir/XiongCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/HeKLMQR17,
author = {Di He and
Aadharsh Kannan and
Tie{-}Yan Liu and
R. Preston McAfee and
Tao Qin and
Justin M. Rao},
editor = {Nikhil R. Devanur and
Pinyan Lu},
title = {Scale Effects in Web Search},
booktitle = {Web and Internet Economics - 13th International Conference, {WINE}
2017, Bangalore, India, December 17-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10660},
pages = {294--310},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71924-5\_21},
doi = {10.1007/978-3-319-71924-5\_21},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/HeKLMQR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuCW17,
author = {Tie{-}Yan Liu and
Wei Chen and
Taifeng Wang},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Distributed Machine Learning: Foundations, Trends, and Practices},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {913--915},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3051099},
doi = {10.1145/3041021.3051099},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuCW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanTQBL17,
author = {Yang Fan and
Fei Tian and
Tao Qin and
Jiang Bian and
Tie{-}Yan Liu},
title = {Learning What Data to Learn},
journal = {CoRR},
volume = {abs/1702.08635},
year = {2017},
url = {http://arxiv.org/abs/1702.08635},
eprinttype = {arXiv},
eprint = {1702.08635},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/FanTQBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WuXZTQLL17,
author = {Lijun Wu and
Yingce Xia and
Li Zhao and
Fei Tian and
Tao Qin and
Jianhuang Lai and
Tie{-}Yan Liu},
title = {Adversarial Neural Machine Translation},
journal = {CoRR},
volume = {abs/1704.06933},
year = {2017},
url = {http://arxiv.org/abs/1704.06933},
eprinttype = {arXiv},
eprint = {1704.06933},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WuXZTQLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuQWL17,
author = {Chang Xu and
Tao Qin and
Gang Wang and
Tie{-}Yan Liu},
title = {Reinforcement Learning for Learning Rate Control},
journal = {CoRR},
volume = {abs/1705.11159},
year = {2017},
url = {http://arxiv.org/abs/1705.11159},
eprinttype = {arXiv},
eprint = {1705.11159},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XuQWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiongCL17,
author = {Chenyan Xiong and
Jamie Callan and
Tie{-}Yan Liu},
title = {Word-Entity Duet Representations for Document Ranking},
journal = {CoRR},
volume = {abs/1706.06636},
year = {2017},
url = {http://arxiv.org/abs/1706.06636},
eprinttype = {arXiv},
eprint = {1706.06636},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XiongCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaQCBYL17,
author = {Yingce Xia and
Tao Qin and
Wei Chen and
Jiang Bian and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Dual Supervised Learning},
journal = {CoRR},
volume = {abs/1707.00415},
year = {2017},
url = {http://arxiv.org/abs/1707.00415},
eprinttype = {arXiv},
eprint = {1707.00415},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XiaQCBYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00146,
author = {Quanming Yao and
James T. Kwok and
Taifeng Wang and
Tie{-}Yan Liu},
title = {Large-Scale Low-Rank Matrix Learning with Nonconvex Regularizers},
journal = {CoRR},
volume = {abs/1708.00146},
year = {2017},
url = {http://arxiv.org/abs/1708.00146},
eprinttype = {arXiv},
eprint = {1708.00146},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00146.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-09393,
author = {Shizhao Sun and
Wei Chen and
Jiang Bian and
Xiaoguang Liu and
Tie{-}Yan Liu},
title = {Slim-DP: {A} Light Communication Data Parallelism for {DNN}},
journal = {CoRR},
volume = {abs/1709.09393},
year = {2017},
url = {http://arxiv.org/abs/1709.09393},
eprinttype = {arXiv},
eprint = {1709.09393},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-09393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-10432,
author = {Qi Meng and
Wei Chen and
Yue Wang and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Convergence Analysis of Distributed Stochastic Gradient Descent with
Shuffling},
journal = {CoRR},
volume = {abs/1709.10432},
year = {2017},
url = {http://arxiv.org/abs/1709.10432},
eprinttype = {arXiv},
eprint = {1709.10432},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-10432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/ChenHLMQTWZ16,
author = {Xujin Chen and
Xiaodong Hu and
Tie{-}Yan Liu and
Weidong Ma and
Tao Qin and
Pingzhong Tang and
Changjun Wang and
Bo Zheng},
title = {Efficient Mechanism Design for Online Scheduling},
journal = {J. Artif. Intell. Res.},
volume = {56},
pages = {429--461},
year = {2016},
url = {https://doi.org/10.1613/jair.5100},
doi = {10.1613/JAIR.5100},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/ChenHLMQTWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/TianGCL16,
author = {Fei Tian and
Bin Gao and
Enhong Chen and
Tie{-}Yan Liu},
title = {Learning Better Word Embedding by Asymmetric Low-Rank Projection of
Knowledge Graph},
journal = {J. Comput. Sci. Technol.},
volume = {31},
number = {3},
pages = {624--634},
year = {2016},
url = {https://doi.org/10.1007/s11390-016-1651-5},
doi = {10.1007/S11390-016-1651-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/TianGCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/XuWLGL16,
author = {Chang Xu and
Gang Wang and
Xiaoguang Liu and
Dongdong Guo and
Tie{-}Yan Liu},
title = {Health Status Assessment and Failure Prediction for Hard Drives with
Recurrent Neural Networks},
journal = {{IEEE} Trans. Computers},
volume = {65},
number = {11},
pages = {3502--3508},
year = {2016},
url = {https://doi.org/10.1109/TC.2016.2538237},
doi = {10.1109/TC.2016.2538237},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tc/XuWLGL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WeiGLWLL16,
author = {Wei Wei and
Bin Gao and
Tie{-}Yan Liu and
Taifeng Wang and
Guohui Li and
Hang Li},
title = {A Ranking Approach on Large-Scale Graph With Multidimensional Heterogeneous
Information},
journal = {{IEEE} Trans. Cybern.},
volume = {46},
number = {4},
pages = {930--944},
year = {2016},
url = {https://doi.org/10.1109/TCYB.2015.2418233},
doi = {10.1109/TCYB.2015.2418233},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WeiGLWLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WangHLMCV16,
author = {Shuaiqiang Wang and
Shanshan Huang and
Tie{-}Yan Liu and
Jun Ma and
Zhumin Chen and
Jari Veijalainen},
title = {Ranking-Oriented Collaborative Filtering: {A} Listwise Approach},
journal = {{ACM} Trans. Inf. Syst.},
volume = {35},
number = {2},
pages = {10:1--10:28},
year = {2016},
url = {https://doi.org/10.1145/2960408},
doi = {10.1145/2960408},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/WangHLMCV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunCWLL16,
author = {Shizhao Sun and
Wei Chen and
Liwei Wang and
Xiaoguang Liu and
Tie{-}Yan Liu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {On the Depth of Deep Neural Networks: {A} Theoretical View},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2066--2072},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10243},
doi = {10.1609/AAAI.V30I1.10243},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SunCWLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiuMQTYZ16,
author = {Tie{-}Yan Liu and
Weidong Ma and
Tao Qin and
Pingzhong Tang and
Guang Yang and
Bo Zheng},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Online Non-Preemptive Story Scheduling in Web Advertising},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {269--277},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2936965},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/LiuMQTYZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/XiaQYL16,
author = {Yingce Xia and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Best Action Selection in a Stochastic Environment},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {758--766},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2937036},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/XiaQYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/RongQAL16,
author = {Jiang Rong and
Tao Qin and
Bo An and
Tie{-}Yan Liu},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Optimal Sample Size for Adword Auctions: (Extended Abstract)},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {1459--1460},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2937209},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/RongQAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/RongQAL16,
author = {Jiang Rong and
Tao Qin and
Bo An and
Tie{-}Yan Liu},
editor = {Gal A. Kaminka and
Maria Fox and
Paolo Bouquet and
Eyke H{\"{u}}llermeier and
Virginia Dignum and
Frank Dignum and
Frank van Harmelen},
title = {Modeling Bounded Rationality for Sponsored Search Auctions},
booktitle = {{ECAI} 2016 - 22nd European Conference on Artificial Intelligence,
29 August-2 September 2016, The Hague, The Netherlands - Including
Prestigious Applications of Artificial Intelligence {(PAIS} 2016)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {285},
pages = {515--523},
publisher = {{IOS} Press},
year = {2016},
url = {https://doi.org/10.3233/978-1-61499-672-9-515},
doi = {10.3233/978-1-61499-672-9-515},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/RongQAL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangTGZBL16,
author = {Huazheng Wang and
Fei Tian and
Bin Gao and
Chengjieren Zhu and
Jiang Bian and
Tie{-}Yan Liu},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Solving Verbal Questions in {IQ} Test by Knowledge-Powered Word Embedding},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {541--550},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1052},
doi = {10.18653/V1/D16-1052},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/WangTGZBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictir/XiongCL16,
author = {Chenyan Xiong and
Jamie Callan and
Tie{-}Yan Liu},
editor = {Ben Carterette and
Hui Fang and
Mounia Lalmas and
Jian{-}Yun Nie},
title = {Bag-of-Entities Representation for Ranking},
booktitle = {Proceedings of the 2016 {ACM} on International Conference on the Theory
of Information Retrieval, {ICTIR} 2016, Newark, DE, USA, September
12- 6, 2016},
pages = {181--184},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2970398.2970423},
doi = {10.1145/2970398.2970423},
timestamp = {Tue, 06 Nov 2018 11:07:20 +0100},
biburl = {https://dblp.org/rec/conf/ictir/XiongCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/MengCYWML16,
author = {Qi Meng and
Wei Chen and
Jingcheng Yu and
Taifeng Wang and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Subbarao Kambhampati},
title = {Asynchronous Accelerated Stochastic Gradient Descent},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1853--1859},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/265},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/MengCYWML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaQMYL16,
author = {Yingce Xia and
Tao Qin and
Weidong Ma and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Subbarao Kambhampati},
title = {Budgeted Multi-Armed Bandits with Multiple Plays},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2210--2216},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/315},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XiaQMYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeXQWYLM16,
author = {Di He and
Yingce Xia and
Tao Qin and
Liwei Wang and
Nenghai Yu and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Dual Learning for Machine Translation},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {820--828},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/5b69b9cb83065d403869739ae7f0995e-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HeXQWYLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengKWCYML16,
author = {Qi Meng and
Guolin Ke and
Taifeng Wang and
Wei Chen and
Qiwei Ye and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Communication-Efficient Parallel Algorithm for Decision Tree},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1271--1279},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/10a5ab2db37feedfdeaab192ead4ac0e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MengKWCYML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiQYHL16,
author = {Xiang Li and
Tao Qin and
Jian Yang and
Tie{-}Yan Liu},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {LightRNN: Memory and Computation-Efficient Recurrent Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4385--4393},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/c3e4035af2a1cde9f21e1ae1951ac80b-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiQYHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TianGHL16,
author = {Fei Tian and
Bin Gao and
Di He and
Tie{-}Yan Liu},
title = {Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves},
journal = {CoRR},
volume = {abs/1604.02038},
year = {2016},
url = {http://arxiv.org/abs/1604.02038},
eprinttype = {arXiv},
eprint = {1604.02038},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TianGHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunCL16a,
author = {Shizhao Sun and
Wei Chen and
Jiang Bian and
Xiaoguang Liu and
Tie{-}Yan Liu},
title = {Ensemble-Compression: {A} New Method for Parallel Training of Deep
Neural Networks},
journal = {CoRR},
volume = {abs/1606.00575},
year = {2016},
url = {http://arxiv.org/abs/1606.00575},
eprinttype = {arXiv},
eprint = {1606.00575},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/SunCL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhengMWCYML16,
author = {Shuxin Zheng and
Qi Meng and
Taifeng Wang and
Wei Chen and
Nenghai Yu and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Asynchronous Stochastic Gradient Descent with Delay Compensation for
Distributed Deep Learning},
journal = {CoRR},
volume = {abs/1609.08326},
year = {2016},
url = {http://arxiv.org/abs/1609.08326},
eprinttype = {arXiv},
eprint = {1609.08326},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhengMWCYML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengWCWML16,
author = {Qi Meng and
Yue Wang and
Wei Chen and
Taifeng Wang and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Generalization Error Bounds for Optimization Algorithms via Stability},
journal = {CoRR},
volume = {abs/1609.08397},
year = {2016},
url = {http://arxiv.org/abs/1609.08397},
eprinttype = {arXiv},
eprint = {1609.08397},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MengWCWML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengCYWML16,
author = {Qi Meng and
Wei Chen and
Jingcheng Yu and
Taifeng Wang and
Zhiming Ma and
Tie{-}Yan Liu},
title = {Asynchronous Stochastic Proximal Optimization Algorithms with Variance
Reduction},
journal = {CoRR},
volume = {abs/1609.08435},
year = {2016},
url = {http://arxiv.org/abs/1609.08435},
eprinttype = {arXiv},
eprint = {1609.08435},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MengCYWML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiQYL16,
author = {Xiang Li and
Tao Qin and
Jian Yang and
Tie{-}Yan Liu},
title = {LightRNN: Memory and Computation-Efficient Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1610.09893},
year = {2016},
url = {http://arxiv.org/abs/1610.09893},
eprinttype = {arXiv},
eprint = {1610.09893},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiQYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaHQWYLM16,
author = {Yingce Xia and
Di He and
Tao Qin and
Liwei Wang and
Nenghai Yu and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {Dual Learning for Machine Translation},
journal = {CoRR},
volume = {abs/1611.00179},
year = {2016},
url = {http://arxiv.org/abs/1611.00179},
eprinttype = {arXiv},
eprint = {1611.00179},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XiaHQWYLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MengKWCYML16,
author = {Qi Meng and
Guolin Ke and
Taifeng Wang and
Wei Chen and
Qiwei Ye and
Zhiming Ma and
Tie{-}Yan Liu},
title = {A Communication-Efficient Parallel Algorithm for Decision Tree},
journal = {CoRR},
volume = {abs/1611.01276},
year = {2016},
url = {http://arxiv.org/abs/1611.01276},
eprinttype = {arXiv},
eprint = {1611.01276},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MengKWCYML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangMQSL16,
author = {Jia Zhang and
Weidong Ma and
Tao Qin and
Xiaoming Sun and
Tie{-}Yan Liu},
title = {Randomized Mechanisms for Selling Reserved Instances in Cloud},
journal = {CoRR},
volume = {abs/1611.07379},
year = {2016},
url = {http://arxiv.org/abs/1611.07379},
eprinttype = {arXiv},
eprint = {1611.07379},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangMQSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/CuiBGL15,
author = {Qing Cui and
Feng{-}Shan Bai and
Bin Gao and
Tie{-}Yan Liu},
title = {Global Optimization for Advertisement Selection in Sponsored Search},
journal = {J. Comput. Sci. Technol.},
volume = {30},
number = {2},
pages = {295--310},
year = {2015},
url = {https://doi.org/10.1007/s11390-015-1523-4},
doi = {10.1007/S11390-015-1523-4},
timestamp = {Fri, 03 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/CuiBGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/CuiGBQDL15,
author = {Qing Cui and
Bin Gao and
Jiang Bian and
Siyu Qiu and
Hanjun Dai and
Tie{-}Yan Liu},
title = {{KNET:} {A} General Framework for Learning Word Embedding Using Morphological
Knowledge},
journal = {{ACM} Trans. Inf. Syst.},
volume = {34},
number = {1},
pages = {4:1--4:25},
year = {2015},
url = {https://doi.org/10.1145/2797137},
doi = {10.1145/2797137},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/CuiGBQDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiTCQML15,
author = {Haifang Li and
Fei Tian and
Wei Chen and
Tao Qin and
Zhiming Ma and
Tie{-}Yan Liu},
editor = {Blai Bonet and
Sven Koenig},
title = {Generalization Analysis for Game-Theoretic Machine Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {2089--2095},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9436},
doi = {10.1609/AAAI.V29I1.9436},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiTCQML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuCQ15,
author = {Tie{-}Yan Liu and
Wei Chen and
Tao Qin},
editor = {Blai Bonet and
Sven Koenig},
title = {Mechanism Learning with Mechanism Induced Data},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {4037--4041},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9764},
doi = {10.1609/AAAI.V29I1.9764},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiuCQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HolmesL15,
author = {Geoffrey Holmes and
Tie{-}Yan Liu},
title = {Preface},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {7},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/preface.html},
timestamp = {Thu, 19 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/HolmesL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/ChenQL15,
author = {Binyi Chen and
Tao Qin and
Tie{-}Yan Liu},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Mechanism Design for Daily Deals},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {327--335},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2772923},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/ChenQL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/XuQQL15,
author = {Bolei Xu and
Tao Qin and
Guoping Qiu and
Tie{-}Yan Liu},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {Competitive Pricing for Cloud Computing in an Evolutionary Market},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1755--1756},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773420},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/XuQQL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/WangMQYLCH15,
author = {Changjun Wang and
Weidong Ma and
Tao Qin and
Feidiao Yang and
Tie{-}Yan Liu and
Xujin Chen and
Xiao{-}Dong Hu},
editor = {Gerhard Weiss and
Pinar Yolum and
Rafael H. Bordini and
Edith Elkind},
title = {New Mechanism for Reservation in Cloud Computing},
booktitle = {Proceedings of the 2015 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2015, Istanbul, Turkey, May 4-8, 2015},
pages = {1765--1766},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2773425},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/WangMQYLCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XuQQL15,
author = {Bolei Xu and
Tao Qin and
Guoping Qiu and
Tie{-}Yan Liu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Optimal Pricing for the Competitive and Evolutionary Cloud Market},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {139--145},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/027},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XuQQL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangMQCHL15,
author = {Changjun Wang and
Weidong Ma and
Tao Qin and
Xujin Chen and
Xiaodong Hu and
Tie{-}Yan Liu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Selling Reserved Instances in Cloud Computing},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {224--231},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/038},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangMQCHL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/XiaLQYL15,
author = {Yingce Xia and
Haifang Li and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Thompson Sampling for Budgeted Multi-Armed Bandits},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3960--3966},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/556},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/XiaLQYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HuangWLMCV15,
author = {Shanshan Huang and
Shuaiqiang Wang and
Tie{-}Yan Liu and
Jun Ma and
Zhumin Chen and
Jari Veijalainen},
editor = {Ricardo Baeza{-}Yates and
Mounia Lalmas and
Alistair Moffat and
Berthier A. Ribeiro{-}Neto},
title = {Listwise Collaborative Filtering},
booktitle = {Proceedings of the 38th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Santiago, Chile,
August 9-13, 2015},
pages = {343--352},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2766462.2767693},
doi = {10.1145/2766462.2767693},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/HuangWLMCV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuanGHDWZXLM15,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric Poe Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {LightLDA: Big Topic Models on Modest Computer Clusters},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1351--1361},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741115},
doi = {10.1145/2736277.2741115},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuanGHDWZXLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/socinfo/2015,
editor = {Tie{-}Yan Liu and
Christie Napa Scollon and
Wenwu Zhu},
title = {Social Informatics - 7th International Conference, SocInfo 2015, Beijing,
China, December 9-12, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9471},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27433-1},
doi = {10.1007/978-3-319-27433-1},
isbn = {978-3-319-27432-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/socinfo/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaLQYL15,
author = {Yingce Xia and
Haifang Li and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Thompson Sampling for Budgeted Multi-armed Bandits},
journal = {CoRR},
volume = {abs/1505.00146},
year = {2015},
url = {http://arxiv.org/abs/1505.00146},
eprinttype = {arXiv},
eprint = {1505.00146},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XiaLQYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TianGCL15,
author = {Fei Tian and
Bin Gao and
Enhong Chen and
Tie{-}Yan Liu},
title = {Learning Better Word Embedding by Asymmetric Low-Rank Projection of
Knowledge Graph},
journal = {CoRR},
volume = {abs/1505.04891},
year = {2015},
url = {http://arxiv.org/abs/1505.04891},
eprinttype = {arXiv},
eprint = {1505.04891},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TianGCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangGBTL15,
author = {Huazheng Wang and
Bin Gao and
Jiang Bian and
Fei Tian and
Tie{-}Yan Liu},
title = {Solving Verbal Comprehension Questions in {IQ} Test by Knowledge-Powered
Word Embedding},
journal = {CoRR},
volume = {abs/1505.07909},
year = {2015},
url = {http://arxiv.org/abs/1505.07909},
eprinttype = {arXiv},
eprint = {1505.07909},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangGBTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunCWL15,
author = {Shizhao Sun and
Wei Chen and
Liwei Wang and
Tie{-}Yan Liu},
title = {Large Margin Deep Neural Networks: Theory and Algorithms},
journal = {CoRR},
volume = {abs/1506.05232},
year = {2015},
url = {http://arxiv.org/abs/1506.05232},
eprinttype = {arXiv},
eprint = {1506.05232},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunCWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ipm/ZhangZGYL14,
author = {Ying Zhang and
Weinan Zhang and
Bin Gao and
Xiaojie Yuan and
Tie{-}Yan Liu},
title = {Bid keyword suggestion in sponsored search based on competitiveness
and relevance},
journal = {Inf. Process. Manag.},
volume = {50},
number = {4},
pages = {508--523},
year = {2014},
url = {https://doi.org/10.1016/j.ipm.2014.02.004},
doi = {10.1016/J.IPM.2014.02.004},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/ZhangZGYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/isci/KimQLY14,
author = {Sungchul Kim and
Tao Qin and
Tie{-}Yan Liu and
Hwanjo Yu},
title = {Advertiser-centric approach to understand user click behavior in sponsored
search},
journal = {Inf. Sci.},
volume = {276},
pages = {242--254},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.02.058},
doi = {10.1016/J.INS.2014.02.058},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/KimQLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tist/QinCL14,
author = {Tao Qin and
Wei Chen and
Tie{-}Yan Liu},
title = {Sponsored Search Auctions: Recent Advances and Future Directions},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {4},
pages = {60:1--60:34},
year = {2014},
url = {https://doi.org/10.1145/2668108},
doi = {10.1145/2668108},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/QinCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaQYL14,
author = {Yingce Xia and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Incentivizing High-Quality Content from Heterogeneous Users: On the
Existence of Nash Equilibrium},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {819--825},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8824},
doi = {10.1609/AAAI.V28I1.8824},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XiaQYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TianGCCL14,
author = {Fei Tian and
Bin Gao and
Qing Cui and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Learning Deep Representations for Graph Clustering},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1293--1299},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8916},
doi = {10.1609/AAAI.V28I1.8916},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TianGCCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TianLCQCL14,
author = {Fei Tian and
Haifang Li and
Wei Chen and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Agent Behavior Prediction and Its Generalization Analysis},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1300--1306},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8914},
doi = {10.1609/AAAI.V28I1.8914},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/TianLCQCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangDXFWBWL14,
author = {Yuyu Zhang and
Hanjun Dai and
Chang Xu and
Jun Feng and
Taifeng Wang and
Jiang Bian and
Bin Wang and
Tie{-}Yan Liu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Sequential Click Prediction for Sponsored Search with Recurrent Neural
Networks},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {1369--1375},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8917},
doi = {10.1609/AAAI.V28I1.8917},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangDXFWBWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MaWQL14,
author = {Weidong Ma and
Tao Wu and
Tao Qin and
Tie{-}Yan Liu},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Generalized second price auctions with value externalities},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1457--1458},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617521},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/MaWQL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/XuBBGWLL14,
author = {Chang Xu and
Yalong Bai and
Jiang Bian and
Bin Gao and
Gang Wang and
Xiaoguang Liu and
Tie{-}Yan Liu},
editor = {Jianzhong Li and
Xiaoyang Sean Wang and
Minos N. Garofalakis and
Ian Soboroff and
Torsten Suel and
Min Wang},
title = {{RC-NET:} {A} General Framework for Incorporating Knowledge into Word
Representations},
booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference
on Information and Knowledge Management, {CIKM} 2014, Shanghai, China,
November 3-7, 2014},
pages = {1219--1228},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2661829.2662038},
doi = {10.1145/2661829.2662038},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/XuBBGWLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/QiuCBGL14,
author = {Siyu Qiu and
Qing Cui and
Jiang Bian and
Bin Gao and
Tie{-}Yan Liu},
editor = {Jan Hajic and
Junichi Tsujii},
title = {Co-learning of Word Representations and Morpheme Representations},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {141--150},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1015/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/QiuCBGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/TianDBGZCL14,
author = {Fei Tian and
Hanjun Dai and
Jiang Bian and
Bin Gao and
Rui Zhang and
Enhong Chen and
Tie{-}Yan Liu},
editor = {Jan Hajic and
Junichi Tsujii},
title = {A Probabilistic Model for Learning Multi-Prototype Word Embeddings},
booktitle = {{COLING} 2014, 25th International Conference on Computational Linguistics,
Proceedings of the Conference: Technical Papers, August 23-29, 2014,
Dublin, Ireland},
pages = {151--160},
publisher = {{ACL}},
year = {2014},
url = {https://aclanthology.org/C14-1016/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/TianDBGZCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BianGL14,
author = {Jiang Bian and
Bin Gao and
Tie{-}Yan Liu},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Knowledge-Powered Deep Learning for Word Embedding},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8724},
pages = {132--148},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_9},
doi = {10.1007/978-3-662-44848-9\_9},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BianGL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ChenHLQTW14,
author = {Wei Chen and
Di He and
Tie{-}Yan Liu and
Tao Qin and
Yixin Tao and
Liwei Wang},
editor = {Moshe Babaioff and
Vincent Conitzer and
David A. Easley},
title = {Generalized second price auction with probabilistic broad match},
booktitle = {{ACM} Conference on Economics and Computation, {EC} '14, Stanford
, CA, USA, June 8-12, 2014},
pages = {39--56},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2600057.2602828},
doi = {10.1145/2600057.2602828},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/ChenHLQTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/FengBWCZL14,
author = {Jun Feng and
Jiang Bian and
Taifeng Wang and
Wei Chen and
Xiaoyan Zhu and
Tie{-}Yan Liu},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Sampling dilemma: towards effective data sampling for click prediction
in sponsored search},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {103--112},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556242},
doi = {10.1145/2556195.2556242},
timestamp = {Sat, 28 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/FengBWCZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/wine/2014,
editor = {Tie{-}Yan Liu and
Qi Qi and
Yinyu Ye},
title = {Web and Internet Economics - 10th International Conference, {WINE}
2014, Beijing, China, December 14-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8877},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13129-0},
doi = {10.1007/978-3-319-13129-0},
isbn = {978-3-319-13128-3},
timestamp = {Sun, 18 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaZQTL14,
author = {Weidong Ma and
Bo Zheng and
Tao Qin and
Pingzhong Tang and
Tie{-}Yan Liu},
title = {Online Mechanism Design for Cloud Computing},
journal = {CoRR},
volume = {abs/1403.1896},
year = {2014},
url = {http://arxiv.org/abs/1403.1896},
eprinttype = {arXiv},
eprint = {1403.1896},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MaZQTL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenHLQTW14,
author = {Wei Chen and
Di He and
Tie{-}Yan Liu and
Tao Qin and
Yixin Tao and
Liwei Wang},
title = {Generalized Second Price Auction with Probabilistic Broad Match},
journal = {CoRR},
volume = {abs/1404.3828},
year = {2014},
url = {http://arxiv.org/abs/1404.3828},
eprinttype = {arXiv},
eprint = {1404.3828},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenHLQTW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TianLCQCL14,
author = {Fei Tian and
Haifang Li and
Wei Chen and
Tao Qin and
Enhong Chen and
Tie{-}Yan Liu},
title = {Agent Behavior Prediction and Its Generalization Analysis},
journal = {CoRR},
volume = {abs/1404.4960},
year = {2014},
url = {http://arxiv.org/abs/1404.4960},
eprinttype = {arXiv},
eprint = {1404.4960},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/TianLCQCL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XiaQYL14,
author = {Yingce Xia and
Tao Qin and
Nenghai Yu and
Tie{-}Yan Liu},
title = {Incentivizing High-quality Content from Heterogeneous Users: On the
Existence of Nash Equilibrium},
journal = {CoRR},
volume = {abs/1404.5155},
year = {2014},
url = {http://arxiv.org/abs/1404.5155},
eprinttype = {arXiv},
eprint = {1404.5155},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/XiaQYL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangDXFWBWL14,
author = {Yuyu Zhang and
Hanjun Dai and
Chang Xu and
Jun Feng and
Taifeng Wang and
Jiang Bian and
Bin Wang and
Tie{-}Yan Liu},
title = {Sequential Click Prediction for Sponsored Search with Recurrent Neural
Networks},
journal = {CoRR},
volume = {abs/1404.5772},
year = {2014},
url = {http://arxiv.org/abs/1404.5772},
eprinttype = {arXiv},
eprint = {1404.5772},
timestamp = {Mon, 14 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangDXFWBWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HeCWL14,
author = {Di He and
Wei Chen and
Liwei Wang and
Tie{-}Yan Liu},
title = {A Game-theoretic Machine Learning Approach for Revenue Maximization
in Sponsored Search},
journal = {CoRR},
volume = {abs/1406.0728},
year = {2014},
url = {http://arxiv.org/abs/1406.0728},
eprinttype = {arXiv},
eprint = {1406.0728},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HeCWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GaoBL14,
author = {Bin Gao and
Jiang Bian and
Tie{-}Yan Liu},
title = {WordRep: {A} Benchmark for Research on Learning Word Representations},
journal = {CoRR},
volume = {abs/1407.1640},
year = {2014},
url = {http://arxiv.org/abs/1407.1640},
eprinttype = {arXiv},
eprint = {1407.1640},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GaoBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CuiGBQL14,
author = {Qing Cui and
Bin Gao and
Jiang Bian and
Siyu Qiu and
Tie{-}Yan Liu},
title = {Learning Effective Word Embedding using Morphological Word Similarity},
journal = {CoRR},
volume = {abs/1407.1687},
year = {2014},
url = {http://arxiv.org/abs/1407.1687},
eprinttype = {arXiv},
eprint = {1407.1687},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CuiGBQL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiTCQL14,
author = {Haifang Li and
Fei Tian and
Wei Chen and
Tao Qin and
Tie{-}Yan Liu},
title = {Generalization Analysis for Game-Theoretic Machine Learning},
journal = {CoRR},
volume = {abs/1410.3341},
year = {2014},
url = {http://arxiv.org/abs/1410.3341},
eprinttype = {arXiv},
eprint = {1410.3341},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiTCQL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanGHDWZXLM14,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric P. Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {LightLDA: Big Topic Models on Modest Compute Clusters},
journal = {CoRR},
volume = {abs/1412.1576},
year = {2014},
url = {http://arxiv.org/abs/1412.1576},
eprinttype = {arXiv},
eprint = {1412.1576},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanGHDWZXLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/HeCWL13,
author = {Di He and
Wei Chen and
Liwei Wang and
Tie{-}Yan Liu},
title = {Online learning for auction mechanism in bandit setting},
journal = {Decis. Support Syst.},
volume = {56},
pages = {379--386},
year = {2013},
url = {https://doi.org/10.1016/j.dss.2013.07.004},
doi = {10.1016/J.DSS.2013.07.004},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/HeCWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DingQZL13,
author = {Wenkui Ding and
Tao Qin and
Xu{-}Dong Zhang and
Tie{-}Yan Liu},
editor = {Marie desJardins and
Michael L. Littman},
title = {Multi-Armed Bandit with Budget Constraint and Variable Costs},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {232--238},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8637},
doi = {10.1609/AAAI.V27I1.8637},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/DingQZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/colt/WangWLHL13,
author = {Yining Wang and
Liwei Wang and
Yuanzhi Li and
Di He and
Tie{-}Yan Liu},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {A Theoretical Analysis of {NDCG} Type Ranking Measures},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {25--54},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Wang13.html},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/WangWLHL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/ijcai/HeCWL13,
author = {Di He and
Wei Chen and
Liwei Wang and
Tie{-}Yan Liu},
editor = {Francesca Rossi},
title = {A Game-Theoretic Machine Learning Approach for Revenue Maximization
in Sponsored Search},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {206--212},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6621},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HeCWL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangBLZL13,
author = {Taifeng Wang and
Jiang Bian and
Shusen Liu and
Yuyu Zhang and
Tie{-}Yan Liu},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Psychological advertising: exploring user psychology for click prediction
in sponsored search},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {563--571},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487699},
doi = {10.1145/2487575.2487699},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangBLZL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/XuQL13,
author = {Min Xu and
Tao Qin and
Tie{-}Yan Liu},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2400--2408},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/801c14f07f9724229175b8ef8b4585a8-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuQL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GaoYSL13,
author = {Bin Gao and
Jun Yan and
Dou Shen and
Tie{-}Yan Liu},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {Internet advertising: theory and practice},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {1135},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484221},
doi = {10.1145/2484028.2484221},
timestamp = {Tue, 06 Nov 2018 11:07:23 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GaoYSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/KongLLQ13,
author = {Weihao Kong and
Jian Li and
Tie{-}Yan Liu and
Tao Qin},
editor = {Yiling Chen and
Nicole Immorlica},
title = {Optimal Allocation for Chunked-Reward Advertising},
booktitle = {Web and Internet Economics - 9th International Conference, {WINE}
2013, Cambridge, MA, USA, December 11-14, 2013, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8289},
pages = {291--304},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-45046-4\_24},
doi = {10.1007/978-3-642-45046-4\_24},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wine/KongLLQ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XuGYL13,
author = {Haifeng Xu and
Bin Gao and
Diyi Yang and
Tie{-}Yan Liu},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Predicting advertiser bidding behaviors in sponsored search by rationality
modeling},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {1433--1444},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488513},
doi = {10.1145/2488388.2488513},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/XuGYL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/airs/2013,
editor = {Rafael E. Banchs and
Fabrizio Silvestri and
Tie{-}Yan Liu and
Min Zhang and
Sheng Gao and
Jun Lang},
title = {Information Retrieval Technology - 9th Asia Information Retrieval
Societies Conference, {AIRS} 2013, Singapore, December 9-11, 2013.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8281},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-45068-6},
doi = {10.1007/978-3-642-45068-6},
isbn = {978-3-642-45067-9},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/airs/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-6480,
author = {Yining Wang and
Liwei Wang and
Yuanzhi Li and
Di He and
Tie{-}Yan Liu and
Wei Chen},
title = {A Theoretical Analysis of {NDCG} Type Ranking Measures},
journal = {CoRR},
volume = {abs/1304.6480},
year = {2013},
url = {http://arxiv.org/abs/1304.6480},
eprinttype = {arXiv},
eprint = {1304.6480},
timestamp = {Fri, 10 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-6480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5404,
author = {Wenkui Ding and
Tao Wu and
Tao Qin and
Tie{-}Yan Liu},
title = {Pure Price of Anarchy for Generalized Second Price Auction},
journal = {CoRR},
volume = {abs/1305.5404},
year = {2013},
url = {http://arxiv.org/abs/1305.5404},
eprinttype = {arXiv},
eprint = {1305.5404},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-5946,
author = {Weihao Kong and
Jian Li and
Tao Qin and
Tie{-}Yan Liu},
title = {Revenue Optimization for Group-Buying Websites},
journal = {CoRR},
volume = {abs/1305.5946},
year = {2013},
url = {http://arxiv.org/abs/1305.5946},
eprinttype = {arXiv},
eprint = {1305.5946},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-5946.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QinL13,
author = {Tao Qin and
Tie{-}Yan Liu},
title = {Introducing {LETOR} 4.0 Datasets},
journal = {CoRR},
volume = {abs/1306.2597},
year = {2013},
url = {http://arxiv.org/abs/1306.2597},
eprinttype = {arXiv},
eprint = {1306.2597},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QinL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenQL13,
author = {Binyi Chen and
Tao Qin and
Tie{-}Yan Liu},
title = {{\textdollar}K{\textdollar}-anonymous Signaling Scheme},
journal = {CoRR},
volume = {abs/1311.6638},
year = {2013},
url = {http://arxiv.org/abs/1311.6638},
eprinttype = {arXiv},
eprint = {1311.6638},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenQL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/GengQLC12,
author = {Xiubo Geng and
Tao Qin and
Tie{-}Yan Liu and
Xueqi Cheng},
title = {A noise-tolerant graphical model for ranking},
journal = {Inf. Process. Manag.},
volume = {48},
number = {2},
pages = {374--383},
year = {2012},
url = {https://doi.org/10.1016/j.ipm.2011.11.003},
doi = {10.1016/J.IPM.2011.11.003},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/GengQLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/JiangZGL12,
author = {Changhao Jiang and
Min Zhang and
Bin Gao and
Tie{-}Yan Liu},
editor = {Yuexian Hou and
Jian{-}Yun Nie and
Le Sun and
Bo Wang and
Peng Zhang},
title = {A Study on Potential Head Advertisers in Sponsored Search},
booktitle = {Information Retrieval Technology, 8th Asia Information Retrieval Societies
Conference, {AIRS} 2012, Tianjin, China, December 17-19, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7675},
pages = {174--186},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35341-3\_15},
doi = {10.1007/978-3-642-35341-3\_15},
timestamp = {Wed, 26 Aug 2020 16:28:48 +0200},
biburl = {https://dblp.org/rec/conf/airs/JiangZGL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SalomatinLY12,
author = {Konstantin Salomatin and
Tie{-}Yan Liu and
Yiming Yang},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {A unified optimization framework for auction and guaranteed delivery
in online advertising},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {2005--2009},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2398561},
doi = {10.1145/2396761.2398561},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SalomatinLY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZGYYL12,
author = {Weinan Zhang and
Ying Zhang and
Bin Gao and
Yong Yu and
Xiaojie Yuan and
Tie{-}Yan Liu},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Joint optimization of bid and budget allocation in sponsored search},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1177--1185},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339716},
doi = {10.1145/2339530.2339716},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZGYYL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LanGCL12,
author = {Yanyan Lan and
Jiafeng Guo and
Xueqi Cheng and
Tie{-}Yan Liu},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Statistical Consistency of Ranking Methods in {A} Rank-Differentiable
Probability Space},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1241--1249},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/3435c378bb76d4357324dd7e69f3cd18-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LanGCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GaoWL12,
author = {Bin Gao and
Taifeng Wang and
Tie{-}Yan Liu},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {Large-scale graph mining and learning for information retrieval},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {1194--1195},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348539},
doi = {10.1145/2348283.2348539},
timestamp = {Wed, 14 Nov 2018 10:58:10 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GaoWL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wine/YaoCL12,
author = {Lei Yao and
Wei Chen and
Tie{-}Yan Liu},
editor = {Paul W. Goldberg},
title = {Convergence Analysis for Weighted Joint Strategy Fictitious Play in
Generalized Second Price Auction},
booktitle = {Internet and Network Economics - 8th International Workshop, {WINE}
2012, Liverpool, UK, December 10-12, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7695},
pages = {489--495},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35311-6\_37},
doi = {10.1007/978-3-642-35311-6\_37},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/wine/YaoCL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/XiongWDSL12,
author = {Chenyan Xiong and
Taifeng Wang and
Wenkui Ding and
Yidong Shen and
Tie{-}Yan Liu},
editor = {Eytan Adar and
Jaime Teevan and
Eugene Agichtein and
Yoelle Maarek},
title = {Relational click prediction for sponsored search},
booktitle = {Proceedings of the Fifth International Conference on Web Search and
Web Data Mining, {WSDM} 2012, Seattle, WA, USA, February 8-12, 2012},
pages = {493--502},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2124295.2124355},
doi = {10.1145/2124295.2124355},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/XiongWDSL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0027504,
author = {Tie{-}Yan Liu},
title = {Learning to Rank for Information Retrieval},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-14267-3},
doi = {10.1007/978-3-642-14267-3},
isbn = {978-3-642-14266-6},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0027504.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/GengQLCL11,
author = {Xiubo Geng and
Tao Qin and
Tie{-}Yan Liu and
Xueqi Cheng and
Hang Li},
title = {Selecting optimal training data for learning to rank},
journal = {Inf. Process. Manag.},
volume = {47},
number = {5},
pages = {730--741},
year = {2011},
url = {https://doi.org/10.1016/j.ipm.2011.01.002},
doi = {10.1016/J.IPM.2011.01.002},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/GengQLCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/GaoLLWML11,
author = {Bin Gao and
Tie{-}Yan Liu and
Yuting Liu and
Taifeng Wang and
Zhiming Ma and
Hang Li},
title = {Page importance computation based on Markov processes},
journal = {Inf. Retr.},
volume = {14},
number = {5},
pages = {488--514},
year = {2011},
url = {https://doi.org/10.1007/s10791-011-9164-x},
doi = {10.1007/S10791-011-9164-X},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/GaoLLWML11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/MaLWCNXLWZ11,
author = {Wei{-}Ying Ma and
Tie{-}Yan Liu and
Ji{-}Rong Wen and
Zheng Chen and
Zaiqing Nie and
Xing Xie and
Hang Li and
Haixun Wang and
Yu Zheng},
title = {A conversation with {MSRA} researchers},
journal = {{SIGKDD} Explor.},
volume = {13},
number = {2},
pages = {82--84},
year = {2011},
url = {https://doi.org/10.1145/2207243.2207260},
doi = {10.1145/2207243.2207260},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/MaLWCNXLWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimQYL11,
author = {Sungchul Kim and
Tao Qin and
Hwanjo Yu and
Tie{-}Yan Liu},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Advertiser-centric approach to understand user click behavior in sponsored
search},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {2121--2124},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063905},
doi = {10.1145/2063576.2063905},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/KimQYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoLWWL11,
author = {Bin Gao and
Tie{-}Yan Liu and
Wei Wei and
Taifeng Wang and
Hang Li},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Semi-supervised ranking on very large graphs with rich metadata},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {96--104},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020430},
doi = {10.1145/2020408.2020430},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/GaoLWWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChengGSJL11,
author = {Zhicong Cheng and
Bin Gao and
Congkai Sun and
Yanbing Jiang and
Tie{-}Yan Liu},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {Let web spammers expose themselves},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {525--534},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935902},
doi = {10.1145/1935826.1935902},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChengGSJL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GaoWL11,
author = {Bin Gao and
Taifeng Wang and
Tie{-}Yan Liu},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Ranking on large-scale graphs with rich metadata},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion
Volume)},
pages = {285--286},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963192.1963313},
doi = {10.1145/1963192.1963313},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GaoWL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ChapelleCL11,
author = {Olivier Chapelle and
Yi Chang and
Tie{-}Yan Liu},
editor = {Olivier Chapelle and
Yi Chang and
Tie{-}Yan Liu},
title = {Future directions in learning to rank},
booktitle = {Proceedings of the Yahoo! Learning to Rank Challenge, held at {ICML}
2010, Haifa, Israel, June 25, 2010},
series = {{JMLR} Proceedings},
volume = {14},
pages = {91--100},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v14/chapelle11b.html},
timestamp = {Thu, 13 Aug 2020 18:13:40 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChapelleCL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2010ltr,
editor = {Olivier Chapelle and
Yi Chang and
Tie{-}Yan Liu},
title = {Proceedings of the Yahoo! Learning to Rank Challenge, held at {ICML}
2010, Haifa, Israel, June 25, 2010},
series = {{JMLR} Proceedings},
volume = {14},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v14/},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2010ltr.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/LiuLGML10,
author = {Yuting Liu and
Tie{-}Yan Liu and
Bin Gao and
Zhiming Ma and
Hang Li},
title = {A framework to compute page importance based on user behaviors},
journal = {Inf. Retr.},
volume = {13},
number = {1},
pages = {22--45},
year = {2010},
url = {https://doi.org/10.1007/s10791-009-9098-8},
doi = {10.1007/S10791-009-9098-8},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/LiuLGML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/LiuJLZ10,
author = {Tie{-}Yan Liu and
Thorsten Joachims and
Hang Li and
Chengxiang Zhai},
title = {Introduction to special issue on learning to rank for information
retrieval},
journal = {Inf. Retr.},
volume = {13},
number = {3},
pages = {197--200},
year = {2010},
url = {https://doi.org/10.1007/s10791-009-9120-1},
doi = {10.1007/S10791-009-9120-1},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/LiuJLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/QinLXL10,
author = {Tao Qin and
Tie{-}Yan Liu and
Jun Xu and
Hang Li},
title = {{LETOR:} {A} benchmark collection for research on learning to rank
for information retrieval},
journal = {Inf. Retr.},
volume = {13},
number = {4},
pages = {346--374},
year = {2010},
url = {https://doi.org/10.1007/s10791-009-9123-y},
doi = {10.1007/S10791-009-9123-Y},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ir/QinLXL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/QinLL10,
author = {Tao Qin and
Tie{-}Yan Liu and
Hang Li},
title = {A general approximation framework for direct optimization of information
retrieval measures},
journal = {Inf. Retr.},
volume = {13},
number = {4},
pages = {375--397},
year = {2010},
url = {https://doi.org/10.1007/s10791-009-9124-x},
doi = {10.1007/S10791-009-9124-X},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ir/QinLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/HeL10,
author = {Yin He and
Tie{-}Yan Liu},
title = {Tendency correlation analysis for direct optimization of evaluation
measures in information retrieval},
journal = {Inf. Retr.},
volume = {13},
number = {6},
pages = {657--688},
year = {2010},
url = {https://doi.org/10.1007/s10791-010-9134-8},
doi = {10.1007/S10791-010-9134-8},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/HeL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLM10,
author = {Wei Chen and
Tie{-}Yan Liu and
Zhiming Ma},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Two-Layer Generalization Analysis for Ranking Using Rademacher Average},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {370--378},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/c8ffe9a587b126f152ed3d89a146b445-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenLM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinGL10,
author = {Tao Qin and
Xiubo Geng and
Tie{-}Yan Liu},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {A New Probabilistic Model for Rank Aggregation},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1948--1956},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/8dd48d6a2e2cad213179a3992c0be53c-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Liu10,
author = {Tie{-}Yan Liu},
editor = {Fabio Crestani and
St{\'{e}}phane Marchand{-}Maillet and
Hsin{-}Hsi Chen and
Efthimis N. Efthimiadis and
Jacques Savoy},
title = {Learning to rank for information retrieval},
booktitle = {Proceeding of the 33rd International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2010, Geneva, Switzerland,
July 19-23, 2010},
pages = {904},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835449.1835676},
doi = {10.1145/1835449.1835676},
timestamp = {Tue, 06 Nov 2018 11:07:25 +0100},
biburl = {https://dblp.org/rec/conf/sigir/Liu10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/BianLQZ10,
author = {Jiang Bian and
Tie{-}Yan Liu and
Tao Qin and
Hongyuan Zha},
editor = {Brian D. Davison and
Torsten Suel and
Nick Craswell and
Bing Liu},
title = {Ranking with query-dependent loss for web search},
booktitle = {Proceedings of the Third International Conference on Web Search and
Web Data Mining, {WSDM} 2010, New York, NY, USA, February 4-6, 2010},
pages = {141--150},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1718487.1718506},
doi = {10.1145/1718487.1718506},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/BianLQZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChengGL10,
author = {Zhicong Cheng and
Bin Gao and
Tie{-}Yan Liu},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Actively predicting diverse search intent from user browsing behaviors},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {221--230},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772714},
doi = {10.1145/1772690.1772714},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChengGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftir/Liu09,
author = {Tie{-}Yan Liu},
title = {Learning to Rank for Information Retrieval},
journal = {Found. Trends Inf. Retr.},
volume = {3},
number = {3},
pages = {225--331},
year = {2009},
url = {https://doi.org/10.1561/1500000016},
doi = {10.1561/1500000016},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftir/Liu09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/LiLZ09,
author = {Hang Li and
Tie{-}Yan Liu and
ChengXiang Zhai},
title = {Learning to rank for information retrieval {(LR4IR} 2009)},
journal = {{SIGIR} Forum},
volume = {43},
number = {2},
pages = {41--45},
year = {2009},
url = {https://doi.org/10.1145/1670564.1670571},
doi = {10.1145/1670564.1670571},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/LiLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoLMWL09,
author = {Bin Gao and
Tie{-}Yan Liu and
Zhiming Ma and
Taifeng Wang and
Hang Li},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {A general markov framework for page importance computation},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1835--1838},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646243},
doi = {10.1145/1645953.1646243},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GaoLMWL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LanLML09,
author = {Yanyan Lan and
Tie{-}Yan Liu and
Zhiming Ma and
Hang Li},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Generalization analysis of listwise learning-to-rank algorithms},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {577--584},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553449},
doi = {10.1145/1553374.1553449},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/LanLML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLLML09,
author = {Wei Chen and
Tie{-}Yan Liu and
Yanyan Lan and
Zhiming Ma and
Hang Li},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Ranking Measures and Loss Functions in Learning to Rank},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {315--323},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/2f55707d4193dc27118a0f19a1985716-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenLLML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaLL09,
author = {Fen Xia and
Tie{-}Yan Liu and
Hang Li},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Statistical Consistency of Top-k Ranking},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2098--2106},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/ba2fd310dcaa8781a9a652a31baf3c68-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiaLL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/QinZTWLL08,
author = {Tao Qin and
Xu{-}Dong Zhang and
Ming{-}Feng Tsai and
De{-}Sheng Wang and
Tie{-}Yan Liu and
Hang Li},
title = {Query-level loss functions for information retrieval},
journal = {Inf. Process. Manag.},
volume = {44},
number = {2},
pages = {838--855},
year = {2008},
url = {https://doi.org/10.1016/j.ipm.2007.07.016},
doi = {10.1016/J.IPM.2007.07.016},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/QinZTWLL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/QinZLWMZ08,
author = {Tao Qin and
Xu{-}Dong Zhang and
Tie{-}Yan Liu and
De{-}Sheng Wang and
Wei{-}Ying Ma and
Hong{-}Jiang Zhang},
title = {An active feedback framework for image retrieval},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {5},
pages = {637--646},
year = {2008},
url = {https://doi.org/10.1016/j.patrec.2007.11.015},
doi = {10.1016/J.PATREC.2007.11.015},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/QinZLWMZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/LiLZ08,
author = {Hang Li and
Tie{-}Yan Liu and
ChengXiang Zhai},
title = {Learning to rank for information retrieval {(LR4IR} 2008)},
journal = {{SIGIR} Forum},
volume = {42},
number = {2},
pages = {76--79},
year = {2008},
url = {https://doi.org/10.1145/1480506.1480519},
doi = {10.1145/1480506.1480519},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/LiLZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LanLQML08,
author = {Yanyan Lan and
Tie{-}Yan Liu and
Tao Qin and
Zhiming Ma and
Hang Li},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Query-level stability and generalization in learning to rank},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {512--519},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390221},
doi = {10.1145/1390156.1390221},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LanLQML08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaLWZL08,
author = {Fen Xia and
Tie{-}Yan Liu and
Jue Wang and
Wensheng Zhang and
Hang Li},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Listwise approach to learning to rank: theory and algorithm},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {1192--1199},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390306},
doi = {10.1145/1390156.1390306},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/XiaLWZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinLZWL08,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
De{-}Sheng Wang and
Hang Li},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Global Ranking Using Continuous Conditional Random Fields},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1281--1288},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/ebd9629fc3ae5e9f6611e2ee05a31cef-Abstract.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/QinLZWL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XuLLLM08,
author = {Jun Xu and
Tie{-}Yan Liu and
Min Lu and
Hang Li and
Wei{-}Ying Ma},
editor = {Sung{-}Hyon Myaeng and
Douglas W. Oard and
Fabrizio Sebastiani and
Tat{-}Seng Chua and
Mun{-}Kew Leong},
title = {Directly optimizing evaluation measures in learning to rank},
booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2008,
Singapore, July 20-24, 2008},
pages = {107--114},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390334.1390355},
doi = {10.1145/1390334.1390355},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XuLLLM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GengLQALS08,
author = {Xiubo Geng and
Tie{-}Yan Liu and
Tao Qin and
Andrew Arnold and
Hang Li and
Heung{-}Yeung Shum},
editor = {Sung{-}Hyon Myaeng and
Douglas W. Oard and
Fabrizio Sebastiani and
Tat{-}Seng Chua and
Mun{-}Kew Leong},
title = {Query dependent ranking using K-nearest neighbor},
booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2008,
Singapore, July 20-24, 2008},
pages = {115--122},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390334.1390356},
doi = {10.1145/1390334.1390356},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GengLQALS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuGLZMHL08,
author = {Yuting Liu and
Bin Gao and
Tie{-}Yan Liu and
Ying Zhang and
Zhiming Ma and
Shuyuan He and
Hang Li},
editor = {Sung{-}Hyon Myaeng and
Douglas W. Oard and
Fabrizio Sebastiani and
Tat{-}Seng Chua and
Mun{-}Kew Leong},
title = {BrowseRank: letting web users vote for page importance},
booktitle = {Proceedings of the 31st Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2008,
Singapore, July 20-24, 2008},
pages = {451--458},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390334.1390412},
doi = {10.1145/1390334.1390412},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/LiuGLZMHL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/QinLZWXL08,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
De{-}Sheng Wang and
Wen{-}Ying Xiong and
Hang Li},
editor = {Jinpeng Huai and
Robin Chen and
Hsiao{-}Wuen Hon and
Yunhao Liu and
Wei{-}Ying Ma and
Andrew Tomkins and
Xiaodong Zhang},
title = {Learning to rank relational objects and its application to web search},
booktitle = {Proceedings of the 17th International Conference on World Wide Web,
{WWW} 2008, Beijing, China, April 21-25, 2008},
pages = {407--416},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1367497.1367553},
doi = {10.1145/1367497.1367553},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/QinLZWXL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/im/BaoFLMW07,
author = {Ying Bao and
Guang Feng and
Tie{-}Yan Liu and
Zhiming Ma and
Ying Wang},
title = {Ranking Websites: {A} Probabilistic View},
journal = {Internet Math.},
volume = {3},
number = {3},
pages = {295--320},
year = {2007},
url = {https://doi.org/10.1080/15427951.2006.10129125},
doi = {10.1080/15427951.2006.10129125},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/im/BaoFLMW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/QinLZFWM07,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Guang Feng and
De{-}Sheng Wang and
Wei{-}Ying Ma},
title = {Topic distillation via sub-site retrieval},
journal = {Inf. Process. Manag.},
volume = {43},
number = {2},
pages = {445--460},
year = {2007},
url = {https://doi.org/10.1016/j.ipm.2006.07.004},
doi = {10.1016/J.IPM.2006.07.004},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/QinLZFWM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigir/JoachimsLLZ07,
author = {Thorsten Joachims and
Hang Li and
Tie{-}Yan Liu and
ChengXiang Zhai},
title = {Learning to rank for information retrieval {(LR4IR} 2007)},
journal = {{SIGIR} Forum},
volume = {41},
number = {2},
pages = {58--62},
year = {2007},
url = {https://doi.org/10.1145/1328964.1328974},
doi = {10.1145/1328964.1328974},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigir/JoachimsLLZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangQZGL07,
author = {Lei Yang and
Lei Qi and
Yan{-}Ping Zhao and
Bin Gao and
Tie{-}Yan Liu},
editor = {M{\'{a}}rio J. Silva and
Alberto H. F. Laender and
Ricardo A. Baeza{-}Yates and
Deborah L. McGuinness and
Bj{\o}rn Olstad and
{\O}ystein Haug Olsen and
Andr{\'{e}} O. Falc{\~{a}}o},
title = {Link analysis using time series of web graphs},
booktitle = {Proceedings of the Sixteenth {ACM} Conference on Information and Knowledge
Management, {CIKM} 2007, Lisbon, Portugal, November 6-10, 2007},
pages = {1011--1014},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1321440.1321598},
doi = {10.1145/1321440.1321598},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangQZGL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/LiuYZQM07,
author = {Tie{-}Yan Liu and
Huai{-}Yuan Yang and
Xin Zheng and
Tao Qin and
Wei{-}Ying Ma},
editor = {Giambattista Amati and
Claudio Carpineto and
Giovanni Romano},
title = {Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization},
booktitle = {Advances in Information Retrieval, 29th European Conference on {IR}
Research, {ECIR} 2007, Rome, Italy, April 2-5, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4425},
pages = {319--330},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71496-5\_30},
doi = {10.1007/978-3-540-71496-5\_30},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/LiuYZQM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/ZhangQLBL07,
author = {Li Zhang and
Tao Qin and
Tie{-}Yan Liu and
Ying Bao and
Hang Li},
editor = {Giambattista Amati and
Claudio Carpineto and
Giovanni Romano},
title = {\emph{N} -Step PageRank for Web Search},
booktitle = {Advances in Information Retrieval, 29th European Conference on {IR}
Research, {ECIR} 2007, Rome, Italy, April 2-5, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4425},
pages = {653--660},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71496-5\_63},
doi = {10.1007/978-3-540-71496-5\_63},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecir/ZhangQLBL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoQLTL07,
author = {Zhe Cao and
Tao Qin and
Tie{-}Yan Liu and
Ming{-}Feng Tsai and
Hang Li},
editor = {Zoubin Ghahramani},
title = {Learning to rank: from pairwise approach to listwise approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {129--136},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273513},
doi = {10.1145/1273496.1273513},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CaoQLTL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/QinZWLLL07,
author = {Tao Qin and
Xu{-}Dong Zhang and
De{-}Sheng Wang and
Tie{-}Yan Liu and
Wei Lai and
Hang Li},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {Ranking with multiple hyperplanes},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {279--286},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277791},
doi = {10.1145/1277741.1277791},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/QinZWLLL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/TsaiLQCM07,
author = {Ming{-}Feng Tsai and
Tie{-}Yan Liu and
Tao Qin and
Hsin{-}Hsi Chen and
Wei{-}Ying Ma},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {FRank: a ranking method with fidelity loss},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {383--390},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277808},
doi = {10.1145/1277741.1277808},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/TsaiLQCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/GengLQL07,
author = {Xiubo Geng and
Tie{-}Yan Liu and
Tao Qin and
Hang Li},
editor = {Wessel Kraaij and
Arjen P. de Vries and
Charles L. A. Clarke and
Norbert Fuhr and
Noriko Kando},
title = {Feature selection for ranking},
booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Amsterdam,
The Netherlands, July 23-27, 2007},
pages = {407--414},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1277741.1277811},
doi = {10.1145/1277741.1277811},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/GengLQL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuLQML07,
author = {Yuting Liu and
Tie{-}Yan Liu and
Tao Qin and
Zhiming Ma and
Hang Li},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Supervised rank aggregation},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {481--490},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242638},
doi = {10.1145/1242572.1242638},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuLQML07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ChenGLCM06,
author = {Bo Chen and
Bin Gao and
Tie{-}Yan Liu and
Yu{-}Fu Chen and
Wei{-}Ying Ma},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Fast Spectral Clustering of Data Using Sequential Matrix Compression},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {590--597},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_56},
doi = {10.1007/11871842\_56},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ChenGLCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GaoLM06,
author = {Bin Gao and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {Star-Structured High-Order Heterogeneous Data Co-clustering Based
on Consistent Information Theory},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {880--884},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.154},
doi = {10.1109/ICDM.2006.154},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GaoLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShenGLFSL06,
author = {Guoyang Shen and
Bin Gao and
Tie{-}Yan Liu and
Guang Feng and
Shiji Song and
Hang Li},
title = {Detecting Link Spam Using Temporal Information},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {1049--1053},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.51},
doi = {10.1109/ICDM.2006.51},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShenGLFSL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhaoLBM06,
author = {Qiankun Zhao and
Tie{-}Yan Liu and
Sourav S. Bhowmick and
Wei{-}Ying Ma},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Event detection from evolution of click-through data},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {484--493},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150456},
doi = {10.1145/1150402.1150456},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhaoLBM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangLGM06,
author = {Huai{-}Yuan Yang and
Tie{-}Yan Liu and
Li Gao and
Wei{-}Ying Ma},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Heterogeneous Information Integration in Hierarchical Text Classification},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {240--249},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_29},
doi = {10.1007/11731139\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangLGM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/FengLZM06,
author = {Guang Feng and
Tie{-}Yan Liu and
Xudong Zhang and
Wei{-}Ying Ma},
editor = {Wee Keong Ng and
Masaru Kitsuregawa and
Jianzhong Li and
Kuiyu Chang},
title = {Level-Biased Statistics in the Hierarchical Structure of the Web},
booktitle = {Advances in Knowledge Discovery and Data Mining, 10th Pacific-Asia
Conference, {PAKDD} 2006, Singapore, April 9-12, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3918},
pages = {313--322},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11731139\_37},
doi = {10.1007/11731139\_37},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/FengLZM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FengLWBMZM06,
author = {Guang Feng and
Tie{-}Yan Liu and
Ying Wang and
Ying Bao and
Zhiming Ma and
Xu{-}Dong Zhang and
Wei{-}Ying Ma},
editor = {Efthimis N. Efthimiadis and
Susan T. Dumais and
David Hawking and
Kalervo J{\"{a}}rvelin},
title = {AggregateRank: bringing order to web sites},
booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Seattle,
Washington, USA, August 6-11, 2006},
pages = {75--82},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1148170.1148187},
doi = {10.1145/1148170.1148187},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/FengLWBMZM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/CaoXLLHH06,
author = {Yunbo Cao and
Jun Xu and
Tie{-}Yan Liu and
Hang Li and
Yalou Huang and
Hsiao{-}Wuen Hon},
editor = {Efthimis N. Efthimiadis and
Susan T. Dumais and
David Hawking and
Kalervo J{\"{a}}rvelin},
title = {Adapting ranking {SVM} to document retrieval},
booktitle = {{SIGIR} 2006: Proceedings of the 29th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Seattle,
Washington, USA, August 6-11, 2006},
pages = {186--193},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1148170.1148205},
doi = {10.1145/1148170.1148205},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/CaoXLLHH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhaoHLBLM06,
author = {Qiankun Zhao and
Steven C. H. Hoi and
Tie{-}Yan Liu and
Sourav S. Bhowmick and
Michael R. Lyu and
Wei{-}Ying Ma},
editor = {Les Carr and
David De Roure and
Arun Iyengar and
Carole A. Goble and
Michael Dahlin},
title = {Time-dependent semantic similarity measure of queries using historical
click-through data},
booktitle = {Proceedings of the 15th international conference on World Wide Web,
{WWW} 2006, Edinburgh, Scotland, UK, May 23-26, 2006},
pages = {543--552},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1135777.1135858},
doi = {10.1145/1135777.1135858},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhaoHLBLM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/LiuYWZCM05,
author = {Tie{-}Yan Liu and
Yiming Yang and
Hao Wan and
Hua{-}Jun Zeng and
Zheng Chen and
Wei{-}Ying Ma},
title = {Support vector machines classification with a very large-scale taxonomy},
journal = {{SIGKDD} Explor.},
volume = {7},
number = {1},
pages = {36--43},
year = {2005},
url = {https://doi.org/10.1145/1089815.1089821},
doi = {10.1145/1089815.1089821},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/LiuYWZCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoLFQCM05,
author = {Bin Gao and
Tie{-}Yan Liu and
Guang Feng and
Tao Qin and
QianSheng Cheng and
Wei{-}Ying Ma},
title = {Hierarchical Taxonomy Preparation for Text Categorization Using Consistent
Bipartite Spectral Graph Copartitioning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {9},
pages = {1263--1273},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.147},
doi = {10.1109/TKDE.2005.147},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/GaoLFQCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/QinLZFM05,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Guang Feng and
Wei{-}Ying Ma},
editor = {Gary Geunbae Lee and
Akio Yamada and
Helen Meng and
Sung{-}Hyon Myaeng},
title = {Subsite Retrieval: {A} Novel Concept for Topic Distillation},
booktitle = {Information Retrieval Technology, Second Asia Information Retrieval
Symposium, {AIRS} 2005, Jeju Island, Korea, October 13-15, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3689},
pages = {388--400},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11562382\_30},
doi = {10.1007/11562382\_30},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/airs/QinLZFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airs/YanQLZFM05,
author = {Hui{-}Min Yan and
Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Guang Feng and
Wei{-}Ying Ma},
editor = {Gary Geunbae Lee and
Akio Yamada and
Helen Meng and
Sung{-}Hyon Myaeng},
title = {Calculating Webpage Importance with Site Structure Constraints},
booktitle = {Information Retrieval Technology, Second Asia Information Retrieval
Symposium, {AIRS} 2005, Jeju Island, Korea, October 13-15, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3689},
pages = {546--551},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11562382\_48},
doi = {10.1007/11562382\_48},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/airs/YanQLZFM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/FengLZQGM05,
author = {Guang Feng and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Tao Qin and
Bin Gao and
Wei{-}Ying Ma},
editor = {Yanchun Zhang and
Katsumi Tanaka and
Jeffrey Xu Yu and
Shan Wang and
Minglu Li},
title = {Level-Based Link Analysis},
booktitle = {Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific
Web Conference, Shanghai, China, March 29 - April 1, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3399},
pages = {183--194},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-31849-1\_19},
doi = {10.1007/978-3-540-31849-1\_19},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/FengLZQGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GaoLZCM05,
author = {Bin Gao and
Tie{-}Yan Liu and
Xin Zheng and
QianSheng Cheng and
Wei{-}Ying Ma},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Consistent bipartite graph co-partitioning for star-structured high-order
heterogeneous data co-clustering},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {41--50},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081879},
doi = {10.1145/1081870.1081879},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GaoLZCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/LiuQLZM05,
author = {Ying Liu and
Tao Qin and
Tie{-}Yan Liu and
Lei Zhang and
Wei{-}Ying Ma},
editor = {HongJiang Zhang and
John R. Smith and
Qi Tian},
title = {Similarity space projection for web image search and annotation},
booktitle = {Proceedings of the 7th {ACM} {SIGMM} International Workshop on Multimedia
Information Retrieval, {MIR} 2005, November 10-11, 2005, Singapore},
pages = {49--56},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1101826.1101837},
doi = {10.1145/1101826.1101837},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mir/LiuQLZM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/GaoLQZCM05,
author = {Bin Gao and
Tie{-}Yan Liu and
Tao Qin and
Xin Zheng and
QianSheng Cheng and
Wei{-}Ying Ma},
editor = {HongJiang Zhang and
Tat{-}Seng Chua and
Ralf Steinmetz and
Mohan S. Kankanhalli and
Lynn Wilcox},
title = {Web image clustering by consistent utilization of visual features
and surrounding texts},
booktitle = {Proceedings of the 13th {ACM} International Conference on Multimedia,
Singapore, November 6-11, 2005},
pages = {112--121},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1101149.1101167},
doi = {10.1145/1101149.1101167},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/GaoLQZCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/LiuMZ05,
author = {Tie{-}Yan Liu and
Wei{-}Ying Ma and
HongJiang Zhang},
editor = {Yi{-}Ping Phoebe Chen},
title = {Effective Feature Extraction for Play Detection in American Football
Video},
booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005),
12-14 January 2005, Melbourne, Australia},
pages = {164--171},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/MMMC.2005.37},
doi = {10.1109/MMMC.2005.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/LiuMZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmm/QinLZMZ05,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Wei{-}Ying Ma and
HongJiang Zhang},
editor = {Yi{-}Ping Phoebe Chen},
title = {Subspace Clustering and Label Propagation for Active Feedback in Image
Retrieval},
booktitle = {11th International Conference on Multi Media Modeling {(MMM} 2005),
12-14 January 2005, Melbourne, Australia},
pages = {172--179},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/MMMC.2005.69},
doi = {10.1109/MMMC.2005.69},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmm/QinLZMZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/QinLZCM05,
author = {Tao Qin and
Tie{-}Yan Liu and
Xu{-}Dong Zhang and
Zheng Chen and
Wei{-}Ying Ma},
editor = {Ricardo A. Baeza{-}Yates and
Nivio Ziviani and
Gary Marchionini and
Alistair Moffat and
John Tait},
title = {A study of relevance propagation for web search},
booktitle = {{SIGIR} 2005: Proceedings of the 28th Annual International {ACM} {SIGIR}
Conference on Research and Development in Information Retrieval, Salvador,
Brazil, August 15-19, 2005},
pages = {408--415},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1076034.1076105},
doi = {10.1145/1076034.1076105},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/QinLZCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LiuWM05,
author = {Tie{-}Yan Liu and
Hao Wan and
Wei{-}Ying Ma},
editor = {Andrzej Skowron and
Rakesh Agrawal and
Michael Luck and
Takahira Yamaguchi and
Pierre Morizet{-}Mahoudeaux and
Jiming Liu and
Ning Zhong},
title = {An Editor Labeling Model for Training Set Expansion in Web Categorization},
booktitle = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence
{(WI} 2005), 19-22 September 2005, Compiegne, France},
pages = {165--171},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/WI.2005.27},
doi = {10.1109/WI.2005.27},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/LiuWM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LiuM05,
author = {Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Andrzej Skowron and
Rakesh Agrawal and
Michael Luck and
Takahira Yamaguchi and
Pierre Morizet{-}Mahoudeaux and
Jiming Liu and
Ning Zhong},
title = {Webpage Importance Analysis Using Conditional Markov Random Walk},
booktitle = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence
{(WI} 2005), 19-22 September 2005, Compiegne, France},
pages = {515--521},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/WI.2005.161},
doi = {10.1109/WI.2005.161},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/LiuM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuYWZGZCM05,
author = {Tie{-}Yan Liu and
Yiming Yang and
Hao Wan and
Qian Zhou and
Bin Gao and
Hua{-}Jun Zeng and
Zheng Chen and
Wei{-}Ying Ma},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {An experimental study on large-scale web categorization},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks
and posters},
pages = {1106--1107},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1062745.1062891},
doi = {10.1145/1062745.1062891},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuYWZGZCM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LiuWQCRM05,
author = {Tie{-}Yan Liu and
Hao Wan and
Tao Qin and
Zheng Chen and
Yong Ren and
Wei{-}Ying Ma},
editor = {Allan Ellis and
Tatsuya Hagino},
title = {Site abstraction for rare category classification in large-scale web
directory},
booktitle = {Proceedings of the 14th international conference on World Wide Web,
{WWW} 2005, Chiba, Japan, May 10-14, 2005 - Special interest tracks
and posters},
pages = {1108--1109},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1062745.1062892},
doi = {10.1145/1062745.1062892},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LiuWQCRM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jvcir/LiuLZF04,
author = {Tie{-}Yan Liu and
Kwok{-}Tung Lo and
Xu{-}Dong Zhang and
Jian Feng},
title = {A new cut detection algorithm with constant false-alarm ratio for
video segmentation},
journal = {J. Vis. Commun. Image Represent.},
volume = {15},
number = {2},
pages = {132--144},
year = {2004},
url = {https://doi.org/10.1016/j.jvcir.2003.10.001},
doi = {10.1016/J.JVCIR.2003.10.001},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jvcir/LiuLZF04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LiuZFL04,
author = {Tie{-}Yan Liu and
Xudong Zhang and
Jian Feng and
Kwok{-}Tung Lo},
title = {Shot reconstruction degree: a novel criterion for key frame selection},
journal = {Pattern Recognit. Lett.},
volume = {25},
number = {12},
pages = {1451--1457},
year = {2004},
url = {https://doi.org/10.1016/j.patrec.2004.05.020},
doi = {10.1016/J.PATREC.2004.05.020},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/LiuZFL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiuQZ04,
author = {Tie{-}Yan Liu and
Tao Qin and
HongJiang Zhang},
title = {Time-constraint boost for tv commercials detection},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {1617--1620},
publisher = {{IEEE}},
year = {2004},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/LiuQZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pcm/GaoLCM04,
author = {Bin Gao and
Tie{-}Yan Liu and
QianSheng Cheng and
Wei{-}Ying Ma},
editor = {Kiyoharu Aizawa and
Yuichi Nakamura and
Shin'ichi Satoh},
title = {A Linear Approximation Based Method for Noise-Robust and Illumination-Invariant
Image Change Detection},
booktitle = {Advances in Multimedia Information Processing - {PCM} 2004, 5th Pacific
Rim Conference on Multimedia, Tokyo, Japan, November 30 - December
3, 2004, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {3333},
pages = {95--102},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30543-9\_13},
doi = {10.1007/978-3-540-30543-9\_13},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/pcm/GaoLCM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/SongWSXLQZZXM04,
author = {Ruihua Song and
Ji{-}Rong Wen and
Shuming Shi and
Guomao Xin and
Tie{-}Yan Liu and
Tao Qin and
Xin Zheng and
Jiyu Zhang and
Gui{-}Rong Xue and
Wei{-}Ying Ma},
editor = {Ellen M. Voorhees and
Lori P. Buckland},
title = {Microsoft Research Asia at Web Track and Terabyte Track of {TREC}
2004},
booktitle = {Proceedings of the Thirteenth Text REtrieval Conference, {TREC} 2004,
Gaithersburg, Maryland, USA, November 16-19, 2004},
series = {{NIST} Special Publication},
volume = {500-261},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2004},
url = {http://trec.nist.gov/pubs/trec13/papers/microsoft-asia.web.tera.pdf},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trec/SongWSXLQZZXM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhangLLF03,
author = {Xu{-}Dong Zhang and
Tie{-}Yan Liu and
Kwok{-}Tung Lo and
Jian Feng},
title = {Dynamic selection and effective compression of key frames for video
abstraction},
journal = {Pattern Recognit. Lett.},
volume = {24},
number = {9-10},
pages = {1523--1532},
year = {2003},
url = {https://doi.org/10.1016/S0167-8655(02)00391-4},
doi = {10.1016/S0167-8655(02)00391-4},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/ZhangLLF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spic/LiuLFZ03,
author = {Tie{-}Yan Liu and
Kwok{-}Tung Lo and
Jian Feng and
Xudong Zhang},
title = {Frame interpolation scheme using inertia motion prediction},
journal = {Signal Process. Image Commun.},
volume = {18},
number = {3},
pages = {221--229},
year = {2003},
url = {https://doi.org/10.1016/S0923-5965(02)00141-8},
doi = {10.1016/S0923-5965(02)00141-8},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spic/LiuLFZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiuZSP02,
author = {Tie{-}Yan Liu and
Xudong Zhang and
Linwei Shan and
Yingning Peng},
title = {Constant false-alarm ratio processing for video cut detection},
booktitle = {Proceedings of the 2002 International Conference on Image Processing,
{ICIP} 2002, Rochester, New York, USA, September 22-25, 2002},
pages = {121--124},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ICIP.2002.1037974},
doi = {10.1109/ICIP.2002.1037974},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/LiuZSP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/FengLLZ01,
author = {Jian Feng and
Tie{-}Yan Liu and
Kwok{-}Tung Lo and
Xu{-}Dong Zhang},
title = {Adaptive motion tracking for fast block motion estimation},
booktitle = {Proceedings of the 2001 International Symposium on Circuits and Systems,
{ISCAS} 2001, Sydney, Australia, May 6-9, 2001},
pages = {219--222},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ISCAS.2001.922024},
doi = {10.1109/ISCAS.2001.922024},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/FengLLZ01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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