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@article{DBLP:journals/aai/WangLC24,
author = {Yongzhang Wang and
Defu Lian and
Enhong Chen},
title = {Event Assignment Based on {KBQA} for Government Service Hotlines},
journal = {Appl. Artif. Intell.},
volume = {38},
number = {1},
year = {2024},
url = {https://doi.org/10.1080/08839514.2024.2348162},
doi = {10.1080/08839514.2024.2348162},
timestamp = {Mon, 08 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/WangLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WuLGZCT24,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Min Zhou and
Enhong Chen and
Dacheng Tao},
title = {Boosting Factorization Machines via Saliency-Guided Mixup},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {46},
number = {6},
pages = {4443--4459},
year = {2024},
url = {https://doi.org/10.1109/TPAMI.2024.3354910},
doi = {10.1109/TPAMI.2024.3354910},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WuLGZCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/ZhuWWWPWDLZZ24,
author = {Rong Zhu and
Lianggui Weng and
Wenqing Wei and
Di Wu and
Jiazhen Peng and
Yifan Wang and
Bolin Ding and
Defu Lian and
Bolong Zheng and
Jingren Zhou},
title = {PilotScope: Steering Databases with Machine Learning Drivers},
journal = {Proc. {VLDB} Endow.},
volume = {17},
number = {5},
pages = {980--993},
year = {2024},
url = {https://www.vldb.org/pvldb/vol17/p980-zhu.pdf},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/ZhuWWWPWDLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcss/HuHYL24,
author = {Haibing Hu and
Kai Han and
Zhizhuo Yin and
Defu Lian},
title = {Spatial and Temporal User Interest Representations for Sequential
Recommendation},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {11},
number = {5},
pages = {6087--6097},
year = {2024},
url = {https://doi.org/10.1109/TCSS.2024.3378454},
doi = {10.1109/TCSS.2024.3378454},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/HuHYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLGZC24,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Min Zhou and
Enhong Chen},
title = {Attacking Social Media via Behavior Poisoning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {7},
pages = {169},
year = {2024},
url = {https://doi.org/10.1145/3654673},
doi = {10.1145/3654673},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuLGZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LinHZCLLLW24,
author = {Xin Lin and
Zhenya Huang and
Hongke Zhao and
Enhong Chen and
Qi Liu and
Defu Lian and
Xin Li and
Hao Wang},
title = {Learning Relation-Enhanced Hierarchical Solver for Math Word Problems},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {35},
number = {10},
pages = {13830--13844},
year = {2024},
url = {https://doi.org/10.1109/TNNLS.2023.3272114},
doi = {10.1109/TNNLS.2023.3272114},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LinHZCLLLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ShaoWZLHLW24,
author = {Pengyang Shao and
Le Wu and
Kun Zhang and
Defu Lian and
Richang Hong and
Yong Li and
Meng Wang},
title = {Average User-Side Counterfactual Fairness for Collaborative Filtering},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {5},
pages = {140:1--140:26},
year = {2024},
url = {https://doi.org/10.1145/3656639},
doi = {10.1145/3656639},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/ShaoWZLHLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/ShiLXWPSL24,
author = {Xiaoyu Shi and
Quanliang Liu and
Hong Xie and
Di Wu and
Bo Peng and
Mingsheng Shang and
Defu Lian},
title = {Relieving Popularity Bias in Interactive Recommendation: {A} Diversity-Novelty-Aware
Reinforcement Learning Approach},
journal = {{ACM} Trans. Inf. Syst.},
volume = {42},
number = {2},
pages = {52:1--52:30},
year = {2024},
url = {https://doi.org/10.1145/3618107},
doi = {10.1145/3618107},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/ShiLXWPSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/ChenLHWLJPLCWZLC24,
author = {Jin Chen and
Zheng Liu and
Xu Huang and
Chenwang Wu and
Qi Liu and
Gangwei Jiang and
Yuanhao Pu and
Yuxuan Lei and
Xiaolong Chen and
Xingmei Wang and
Kai Zheng and
Defu Lian and
Enhong Chen},
title = {When large language models meet personalization: perspectives of challenges
and opportunities},
journal = {World Wide Web {(WWW)}},
volume = {27},
number = {4},
pages = {42},
year = {2024},
url = {https://doi.org/10.1007/s11280-024-01276-1},
doi = {10.1007/S11280-024-01276-1},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/ChenLHWLJPLCWZLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuHLWJCL24,
author = {Qi Liu and
Xuyang Hou and
Defu Lian and
Zhe Wang and
Haoran Jin and
Jia Cheng and
Jun Lei},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{AT4CTR:} Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction},
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 = {8787--8795},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28725},
doi = {10.1609/AAAI.V38I8.28725},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuHLWJCL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangLW0LLC24,
author = {Hantao Yang and
Xutong Liu and
Zhiyong Wang and
Hong Xie and
John C. S. Lui and
Defu Lian and
Enhong Chen},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Federated Contextual Cascading Bandits with Asynchronous Communication
and Heterogeneous Users},
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 = {20596--20603},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30045},
doi = {10.1609/AAAI.V38I18.30045},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YangLW0LLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ChenXZLLL24,
author = {Jianlyu Chen and
Shitao Xiao and
Peitian Zhang and
Kun Luo and
Defu Lian and
Zheng Liu},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity
Text Embeddings Through Self-Knowledge Distillation},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {2318--2335},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.137},
doi = {10.18653/V1/2024.FINDINGS-ACL.137},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ChenXZLLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Li0XSL24,
author = {Chaofan Li and
Zheng Liu and
Shitao Xiao and
Yingxia Shao and
Defu Lian},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense
Retrieval},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {3490--3500},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.191},
doi = {10.18653/V1/2024.ACL-LONG.191},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Li0XSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiJ0SL024,
author = {Zhaoyi Li and
Gangwei Jiang and
Hong Xie and
Linqi Song and
Defu Lian and
Ying Wei},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Understanding and Patching Compositional Reasoning in LLMs},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {9668--9688},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.576},
doi = {10.18653/V1/2024.FINDINGS-ACL.576},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiJ0SL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WuJL24,
author = {Chenyuan Wu and
Gangwei Jiang and
Defu Lian},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt
Tuning},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {10944--10959},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.650},
doi = {10.18653/V1/2024.FINDINGS-ACL.650},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WuJL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YiYCZCLS0W24,
author = {Jingwei Yi and
Rui Ye and
Qisi Chen and
Bin Zhu and
Siheng Chen and
Defu Lian and
Guangzhong Sun and
Xing Xie and
Fangzhao Wu},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {On the Vulnerability of Safety Alignment in Open-Access LLMs},
booktitle = {Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},
pages = {9236--9260},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.findings-acl.549},
doi = {10.18653/V1/2024.FINDINGS-ACL.549},
timestamp = {Tue, 01 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/YiYCZCLS0W24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/ZhongL0S0LM24,
author = {Tianqi Zhong and
Zhaoyi Li and
Quan Wang and
Linqi Song and
Ying Wei and
Defu Lian and
Zhendong Mao},
editor = {Lun{-}Wei Ku and
Andre Martins and
Vivek Srikumar},
title = {Benchmarking and Improving Compositional Generalization of Multi-aspect
Controllable Text Generation},
booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2024, Bangkok, Thailand,
August 11-16, 2024},
pages = {6486--6517},
publisher = {Association for Computational Linguistics},
year = {2024},
url = {https://doi.org/10.18653/v1/2024.acl-long.351},
doi = {10.18653/V1/2024.ACL-LONG.351},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/ZhongL0S0LM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhengZ0LL024,
author = {Pengfei Zheng and
Yonggang Zhang and
Zhen Fang and
Tongliang Liu and
Defu Lian and
Bo Han},
title = {NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion
Models beyond Spherical Linear Interpolation},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=6O3Q6AFUTu},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhengZ0LL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/JinWL24,
author = {Kaiyu Jin and
Chenwang Wu and
Defu Lian},
title = {Out-of-Distribution Generalization via Style and Spuriousness Eliminating},
booktitle = {{IEEE} International Conference on Multimedia and Expo, {ICME} 2024,
Niagara Falls, ON, Canada, July 15-19, 2024},
pages = {1--6},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICME57554.2024.10687911},
doi = {10.1109/ICME57554.2024.10687911},
timestamp = {Mon, 07 Oct 2024 18:12:55 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/JinWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PuC00LC24,
author = {Yuanhao Pu and
Xiaolong Chen and
Xu Huang and
Jin Chen and
Defu Lian and
Enhong Chen},
title = {Learning-Efficient Yet Generalizable Collaborative Filtering for Item
Recommendation},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=D5IRvFF1lN},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/PuC00LC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Tan0L24,
author = {Tao Tan and
Hong Xie and
Defu Lian},
title = {Adaptive Order Q-learning},
booktitle = {Proceedings of the Thirty-Third International Joint Conference on
Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
2024},
pages = {4946--4954},
publisher = {ijcai.org},
year = {2024},
url = {https://www.ijcai.org/proceedings/2024/547},
timestamp = {Fri, 18 Oct 2024 10:53:17 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Tan0L24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeiLYHL024,
author = {Yuxuan Lei and
Jianxun Lian and
Jing Yao and
Xu Huang and
Defu Lian and
Xing Xie},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {RecExplainer: Aligning Large Language Models for Explaining Recommendation
Models},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {1530--1541},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671802},
doi = {10.1145/3637528.3671802},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeiLYHL024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinW0LZZLC24,
author = {Mingjia Yin and
Hao Wang and
Wei Guo and
Yong Liu and
Suojuan Zhang and
Sirui Zhao and
Defu Lian and
Enhong Chen},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Dataset Regeneration for Sequential Recommendation},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {3954--3965},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671841},
doi = {10.1145/3637528.3671841},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinW0LZZLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/QianHZHMWWSLDZ24,
author = {Yichen Qian and
Yongyi He and
Rong Zhu and
Jintao Huang and
Zhijian Ma and
Haibin Wang and
Yaohua Wang and
Xiuyu Sun and
Defu Lian and
Bolin Ding and
Jingren Zhou},
editor = {Phillip B. Gibbons and
Gennady Pekhimenko and
Christopher De Sa},
title = {UniDM: {A} Unified Framework for Data Manipulation with Large Language
Models},
booktitle = {Proceedings of the Seventh Annual Conference on Machine Learning and
Systems, MLSys 2024, Santa Clara, CA, USA, May 13-16, 2024},
publisher = {mlsys.org},
year = {2024},
url = {https://proceedings.mlsys.org/paper\_files/paper/2024/hash/dcb38c6ad7911842ab31081be9540b89-Abstract-Conference.html},
timestamp = {Mon, 01 Jul 2024 17:06:12 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/QianHZHMWWSLDZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiaoLZMLN24,
author = {Shitao Xiao and
Zheng Liu and
Peitian Zhang and
Niklas Muennighoff and
Defu Lian and
Jian{-}Yun Nie},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {C-Pack: Packed Resources For General Chinese Embeddings},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {641--649},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657878},
doi = {10.1145/3626772.3657878},
timestamp = {Sun, 06 Oct 2024 21:14:16 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XiaoLZMLN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HanWWWLGLLC24,
author = {Yongqiang Han and
Hao Wang and
Kefan Wang and
Likang Wu and
Zhi Li and
Wei Guo and
Yong Liu and
Defu Lian and
Enhong Chen},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3297--3306},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645380},
doi = {10.1145/3589334.3645380},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HanWWWLGLLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangLWLLX24,
author = {Xu Huang and
Jianxun Lian and
Hao Wang and
Hao Liao and
Defu Lian and
Xing Xie},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {A Data-Centric Multi-Objective Learning Framework for Responsible
Recommendation Systems},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {3129--3138},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645324},
doi = {10.1145/3589334.3645324},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangLWLLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LeiLYWLX24,
author = {Yuxuan Lei and
Jianxun Lian and
Jing Yao and
Mingqi Wu and
Defu Lian and
Xing Xie},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Aligning Language Models for Versatile Text-based Item Retrieval},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {935--938},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3651468},
doi = {10.1145/3589335.3651468},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LeiLYWLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Liu00L0DLN24,
author = {Zheng Liu and
Yujia Zhou and
Yutao Zhu and
Jianxun Lian and
Chaozhuo Li and
Zhicheng Dou and
Defu Lian and
Jian{-}Yun Nie},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Roy Ka{-}Wei Lee and
Ravi Kumar and
Hady W. Lauw},
title = {Information Retrieval Meets Large Language Models},
booktitle = {Companion Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024,
Singapore, Singapore, May 13-17, 2024},
pages = {1586--1589},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589335.3641299},
doi = {10.1145/3589335.3641299},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Liu00L0DLN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-12700,
author = {Qingyang Wang and
Chenwang Wu and
Defu Lian and
Enhong Chen},
title = {Securing Recommender System via Cooperative Training},
journal = {CoRR},
volume = {abs/2401.12700},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.12700},
doi = {10.48550/ARXIV.2401.12700},
eprinttype = {arXiv},
eprint = {2401.12700},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-12700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02716,
author = {Xu Huang and
Weiwen Liu and
Xiaolong Chen and
Xingmei Wang and
Hao Wang and
Defu Lian and
Yasheng Wang and
Ruiming Tang and
Enhong Chen},
title = {Understanding the planning of {LLM} agents: {A} survey},
journal = {CoRR},
volume = {abs/2402.02716},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02716},
doi = {10.48550/ARXIV.2402.02716},
eprinttype = {arXiv},
eprint = {2402.02716},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02716.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-03216,
author = {Jianlv Chen and
Shitao Xiao and
Peitian Zhang and
Kun Luo and
Defu Lian and
Zheng Liu},
title = {{BGE} M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity
Text Embeddings Through Self-Knowledge Distillation},
journal = {CoRR},
volume = {abs/2402.03216},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.03216},
doi = {10.48550/ARXIV.2402.03216},
eprinttype = {arXiv},
eprint = {2402.03216},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-03216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-14328,
author = {Zhaoyi Li and
Gangwei Jiang and
Hong Xie and
Linqi Song and
Defu Lian and
Ying Wei},
title = {Understanding and Patching Compositional Reasoning in LLMs},
journal = {CoRR},
volume = {abs/2402.14328},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.14328},
doi = {10.48550/ARXIV.2402.14328},
eprinttype = {arXiv},
eprint = {2402.14328},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-14328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16312,
author = {Hantao Yang and
Xutong Liu and
Zhiyong Wang and
Hong Xie and
John C. S. Lui and
Defu Lian and
Enhong Chen},
title = {Federated Contextual Cascading Bandits with Asynchronous Communication
and Heterogeneous Users},
journal = {CoRR},
volume = {abs/2402.16312},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16312},
doi = {10.48550/ARXIV.2402.16312},
eprinttype = {arXiv},
eprint = {2402.16312},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18899,
author = {Yuxuan Lei and
Jianxun Lian and
Jing Yao and
Mingqi Wu and
Defu Lian and
Xing Xie},
title = {Aligning Language Models for Versatile Text-based Item Retrieval},
journal = {CoRR},
volume = {abs/2402.18899},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18899},
doi = {10.48550/ARXIV.2402.18899},
eprinttype = {arXiv},
eprint = {2402.18899},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08840,
author = {Pengfei Zheng and
Yonggang Zhang and
Zhen Fang and
Tongliang Liu and
Defu Lian and
Bo Han},
title = {NoiseDiffusion: Correcting Noise for Image Interpolation with Diffusion
Models beyond Spherical Linear Interpolation},
journal = {CoRR},
volume = {abs/2403.08840},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08840},
doi = {10.48550/ARXIV.2403.08840},
eprinttype = {arXiv},
eprint = {2403.08840},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-09747,
author = {Guanghua Li and
Wensheng Lu and
Wei Zhang and
Defu Lian and
Kezhong Lu and
Rui Mao and
Kai Shu and
Hao Liao},
title = {Re-Search for The Truth: Multi-round Retrieval-augmented Large Language
Models are Strong Fake News Detectors},
journal = {CoRR},
volume = {abs/2403.09747},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.09747},
doi = {10.48550/ARXIV.2403.09747},
eprinttype = {arXiv},
eprint = {2403.09747},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-09747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17603,
author = {Yongqiang Han and
Hao Wang and
Kefan Wang and
Likang Wu and
Zhi Li and
Wei Guo and
Yong Liu and
Defu Lian and
Enhong Chen},
title = {END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2403.17603},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17603},
doi = {10.48550/ARXIV.2403.17603},
eprinttype = {arXiv},
eprint = {2403.17603},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17603.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-00268,
author = {Luankang Zhang and
Hao Wang and
Suojuan Zhang and
Mingjia Yin and
Yongqiang Han and
Jiaqing Zhang and
Defu Lian and
Enhong Chen},
title = {A Unified Framework for Adaptive Representation Enhancement and Inversed
Learning in Cross-Domain Recommendation},
journal = {CoRR},
volume = {abs/2404.00268},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.00268},
doi = {10.48550/ARXIV.2404.00268},
eprinttype = {arXiv},
eprint = {2404.00268},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-00268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04232,
author = {Tianqi Zhong and
Zhaoyi Li and
Quan Wang and
Linqi Song and
Ying Wei and
Defu Lian and
Zhendong Mao},
title = {Benchmarking and Improving Compositional Generalization of Multi-aspect
Controllable Text Generation},
journal = {CoRR},
volume = {abs/2404.04232},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.04232},
doi = {10.48550/ARXIV.2404.04232},
eprinttype = {arXiv},
eprint = {2404.04232},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-04232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07456,
author = {Xu Huang and
Weiwen Liu and
Xiaolong Chen and
Xingmei Wang and
Defu Lian and
Yasheng Wang and
Ruiming Tang and
Enhong Chen},
title = {{WESE:} Weak Exploration to Strong Exploitation for {LLM} Agents},
journal = {CoRR},
volume = {abs/2404.07456},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07456},
doi = {10.48550/ARXIV.2404.07456},
eprinttype = {arXiv},
eprint = {2404.07456},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16587,
author = {Zhihao Zhu and
Ninglu Shao and
Defu Lian and
Chenwang Wu and
Zheng Liu and
Yi Yang and
Enhong Chen},
title = {Understanding Privacy Risks of Embeddings Induced by Large Language
Models},
journal = {CoRR},
volume = {abs/2404.16587},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.16587},
doi = {10.48550/ARXIV.2404.16587},
eprinttype = {arXiv},
eprint = {2404.16587},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-16587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-18533,
author = {Meng Li and
Haoran Jin and
Ruixuan Huang and
Zhihao Xu and
Defu Lian and
Zijia Lin and
Di Zhang and
Xiting Wang},
title = {Evaluating Concept-based Explanations of Language Models: {A} Study
on Faithfulness and Readability},
journal = {CoRR},
volume = {abs/2404.18533},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.18533},
doi = {10.48550/ARXIV.2404.18533},
eprinttype = {arXiv},
eprint = {2404.18533},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-18533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-06510,
author = {Yichen Qian and
Yongyi He and
Rong Zhu and
Jintao Huang and
Zhijian Ma and
Haibin Wang and
Yaohua Wang and
Xiuyu Sun and
Defu Lian and
Bolin Ding and
Jingren Zhou},
title = {UniDM: {A} Unified Framework for Data Manipulation with Large Language
Models},
journal = {CoRR},
volume = {abs/2405.06510},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.06510},
doi = {10.48550/ARXIV.2405.06510},
eprinttype = {arXiv},
eprint = {2405.06510},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-06510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-10596,
author = {Xingmei Wang and
Weiwen Liu and
Xiaolong Chen and
Qi Liu and
Xu Huang and
Defu Lian and
Xiangyang Li and
Yasheng Wang and
Zhenhua Dong and
Ruiming Tang},
title = {{CELA:} Cost-Efficient Language Model Alignment for {CTR} Prediction},
journal = {CoRR},
volume = {abs/2405.10596},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.10596},
doi = {10.48550/ARXIV.2405.10596},
eprinttype = {arXiv},
eprint = {2405.10596},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-10596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12473,
author = {Mingjia Yin and
Hao Wang and
Wei Guo and
Yong Liu and
Zhi Li and
Sirui Zhao and
Defu Lian and
Enhong Chen},
title = {Learning Partially Aligned Item Representation for Cross-Domain Sequential
Recommendation},
journal = {CoRR},
volume = {abs/2405.12473},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12473},
doi = {10.48550/ARXIV.2405.12473},
eprinttype = {arXiv},
eprint = {2405.12473},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17795,
author = {Mingjia Yin and
Hao Wang and
Wei Guo and
Yong Liu and
Suojuan Zhang and
Sirui Zhao and
Defu Lian and
Enhong Chen},
title = {Dataset Regeneration for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2405.17795},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17795},
doi = {10.48550/ARXIV.2405.17795},
eprinttype = {arXiv},
eprint = {2405.17795},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01027,
author = {Tianjing Zeng and
Junwei Lan and
Jiahong Ma and
Wenqing Wei and
Rong Zhu and
Pengfei Li and
Bolin Ding and
Defu Lian and
Zhewei Wei and
Jingren Zhou},
title = {{PRICE:} {A} Pretrained Model for Cross-Database Cardinality Estimation},
journal = {CoRR},
volume = {abs/2406.01027},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01027},
doi = {10.48550/ARXIV.2406.01027},
eprinttype = {arXiv},
eprint = {2406.01027},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03085,
author = {Tingjia Shen and
Hao Wang and
Jiaqing Zhang and
Sirui Zhao and
Liangyue Li and
Zulong Chen and
Defu Lian and
Enhong Chen},
title = {Exploring User Retrieval Integration towards Large Language Models
for Cross-Domain Sequential Recommendation},
journal = {CoRR},
volume = {abs/2406.03085},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03085},
doi = {10.48550/ARXIV.2406.03085},
eprinttype = {arXiv},
eprint = {2406.03085},
timestamp = {Fri, 05 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12227,
author = {Gangwei Jiang and
Caigao Jiang and
Zhaoyi Li and
Siqiao Xue and
Jun Zhou and
Linqi Song and
Defu Lian and
Ying Wei},
title = {Interpretable Catastrophic Forgetting of Large Language Model Fine-tuning
via Instruction Vector},
journal = {CoRR},
volume = {abs/2406.12227},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12227},
doi = {10.48550/ARXIV.2406.12227},
eprinttype = {arXiv},
eprint = {2406.12227},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-12251,
author = {Chenyuan Wu and
Gangwei Jiang and
Defu Lian},
title = {Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt
Tuning},
journal = {CoRR},
volume = {abs/2406.12251},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.12251},
doi = {10.48550/ARXIV.2406.12251},
eprinttype = {arXiv},
eprint = {2406.12251},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-12251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03125,
author = {Yu Huang and
Min Zhou and
Menglin Yang and
Zhen Wang and
Muhan Zhang and
Jie Wang and
Hong Xie and
Hao Wang and
Defu Lian and
Enhong Chen},
title = {Foundations and Frontiers of Graph Learning Theory},
journal = {CoRR},
volume = {abs/2407.03125},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03125},
doi = {10.48550/ARXIV.2407.03125},
eprinttype = {arXiv},
eprint = {2407.03125},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-06645,
author = {Mingjia Yin and
Chuhan Wu and
Yufei Wang and
Hao Wang and
Wei Guo and
Yasheng Wang and
Yong Liu and
Ruiming Tang and
Defu Lian and
Enhong Chen},
title = {Entropy Law: The Story Behind Data Compression and {LLM} Performance},
journal = {CoRR},
volume = {abs/2407.06645},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.06645},
doi = {10.48550/ARXIV.2407.06645},
eprinttype = {arXiv},
eprint = {2407.06645},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-06645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15620,
author = {Xihong Yang and
Yiqi Wang and
Jin Chen and
Wenqi Fan and
Xiangyu Zhao and
En Zhu and
Xinwang Liu and
Defu Lian},
title = {Dual Test-time Training for Out-of-distribution Recommender System},
journal = {CoRR},
volume = {abs/2407.15620},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15620},
doi = {10.48550/ARXIV.2407.15620},
eprinttype = {arXiv},
eprint = {2407.15620},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16160,
author = {Qi Liu and
Yongyi He and
Defu Lian and
Zhi Zheng and
Tong Xu and
Liu Che and
Enhong Chen},
title = {UniMEL: {A} Unified Framework for Multimodal Entity Linking with Large
Language Models},
journal = {CoRR},
volume = {abs/2407.16160},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16160},
doi = {10.48550/ARXIV.2407.16160},
eprinttype = {arXiv},
eprint = {2407.16160},
timestamp = {Mon, 19 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-08231,
author = {Xihong Yang and
Heming Jing and
Zixing Zhang and
Jindong Wang and
Huakang Niu and
Shuaiqiang Wang and
Yu Lu and
Junfeng Wang and
Dawei Yin and
Xinwang Liu and
En Zhu and
Defu Lian and
Erxue Min},
title = {DaRec: {A} Disentangled Alignment Framework for Large Language Model
and Recommender System},
journal = {CoRR},
volume = {abs/2408.08231},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.08231},
doi = {10.48550/ARXIV.2408.08231},
eprinttype = {arXiv},
eprint = {2408.08231},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-08231.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-10865,
author = {Hong Xie and
Jinyu Mo and
Defu Lian and
Jie Wang and
Enhong Chen},
title = {Multi-agent Multi-armed Bandits with Stochastic Sharable Arm Capacities},
journal = {CoRR},
volume = {abs/2408.10865},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.10865},
doi = {10.48550/ARXIV.2408.10865},
eprinttype = {arXiv},
eprint = {2408.10865},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-10865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-10895,
author = {Hong Xie and
Mingze Zhong and
Defu Lian and
Zhen Wang and
Enhong Chen},
title = {Analytical and Empirical Study of Herding Effects in Recommendation
Systems},
journal = {CoRR},
volume = {abs/2408.10895},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.10895},
doi = {10.48550/ARXIV.2408.10895},
eprinttype = {arXiv},
eprint = {2408.10895},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-10895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-11345,
author = {Ze Liu and
Jin Zhang and
Chao Feng and
Defu Lian and
Jie Wang and
Enhong Chen},
title = {Deep Tree-based Retrieval for Efficient Recommendation: Theory and
Method},
journal = {CoRR},
volume = {abs/2408.11345},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.11345},
doi = {10.48550/ARXIV.2408.11345},
eprinttype = {arXiv},
eprint = {2408.11345},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-11345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-11372,
author = {Hao Wang and
Yongqiang Han and
Kefan Wang and
Kai Cheng and
Zhen Wang and
Wei Guo and
Yong Liu and
Defu Lian and
Enhong Chen},
title = {Denoising Pre-Training and Customized Prompt Learning for Efficient
Multi-Behavior Sequential Recommendation},
journal = {CoRR},
volume = {abs/2408.11372},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.11372},
doi = {10.48550/ARXIV.2408.11372},
eprinttype = {arXiv},
eprint = {2408.11372},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-11372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-12153,
author = {Wuchao Li and
Rui Huang and
Haijun Zhao and
Chi Liu and
Kai Zheng and
Qi Liu and
Na Mou and
Guorui Zhou and
Defu Lian and
Yang Song and
Wentian Bao and
Enyun Yu and
Wenwu Ou},
title = {DimeRec: {A} Unified Framework for Enhanced Sequential Recommendation
via Generative Diffusion Models},
journal = {CoRR},
volume = {abs/2408.12153},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.12153},
doi = {10.48550/ARXIV.2408.12153},
eprinttype = {arXiv},
eprint = {2408.12153},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-12153.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-16238,
author = {Qi Liu and
Xingyuan Tang and
Jianqiang Huang and
Xiangqian Yu and
Haoran Jin and
Jin Chen and
Yuanhao Pu and
Defu Lian and
Tan Qu and
Zhe Wang and
Jia Cheng and
Jun Lei},
title = {Efficient Transfer Learning Framework for Cross-Domain Click-Through
Rate Prediction},
journal = {CoRR},
volume = {abs/2408.16238},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.16238},
doi = {10.48550/ARXIV.2408.16238},
eprinttype = {arXiv},
eprint = {2408.16238},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-16238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-16277,
author = {Xiaofeng Deng and
Defu Chen and
Bowen Liu and
Xiwan Zhang and
Haixia Qiu and
Wu Yuan and
Hongliang Ren},
title = {Fine-grained Classification of Port Wine Stains Using Optical Coherence
Tomography Angiography},
journal = {CoRR},
volume = {abs/2408.16277},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.16277},
doi = {10.48550/ARXIV.2408.16277},
eprinttype = {arXiv},
eprint = {2408.16277},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-16277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-00920,
author = {Weiwen Liu and
Xu Huang and
Xingshan Zeng and
Xinlong Hao and
Shuai Yu and
Dexun Li and
Shuai Wang and
Weinan Gan and
Zhengying Liu and
Yuanqing Yu and
Zezhong Wang and
Yuxian Wang and
Wu Ning and
Yutai Hou and
Bin Wang and
Chuhan Wu and
Xinzhi Wang and
Yong Liu and
Yasheng Wang and
Duyu Tang and
Dandan Tu and
Lifeng Shang and
Xin Jiang and
Ruiming Tang and
Defu Lian and
Qun Liu and
Enhong Chen},
title = {ToolACE: Winning the Points of {LLM} Function Calling},
journal = {CoRR},
volume = {abs/2409.00920},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.00920},
doi = {10.48550/ARXIV.2409.00920},
eprinttype = {arXiv},
eprint = {2409.00920},
timestamp = {Mon, 07 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-00920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-13989,
author = {Yuqing Huang and
Rongyang Zhang and
Xuesong He and
Xuyang Zhi and
Hao Wang and
Xin Li and
Feiyang Xu and
Deguang Liu and
Huadong Liang and
Yi Li and
Jian Cui and
Zimu Liu and
Shijin Wang and
Guoping Hu and
Guiquan Liu and
Qi Liu and
Defu Lian and
Enhong Chen},
title = {ChemEval: {A} Comprehensive Multi-Level Chemical Evaluation for Large
Language Models},
journal = {CoRR},
volume = {abs/2409.13989},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.13989},
doi = {10.48550/ARXIV.2409.13989},
eprinttype = {arXiv},
eprint = {2409.13989},
timestamp = {Fri, 18 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-13989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-15699,
author = {Zheng Liu and
Chenyuan Wu and
Ninglu Shao and
Shitao Xiao and
Chaozhuo Li and
Defu Lian},
title = {Lighter And Better: Towards Flexible Context Adaptation For Retrieval
Augmented Generation},
journal = {CoRR},
volume = {abs/2409.15699},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.15699},
doi = {10.48550/ARXIV.2409.15699},
eprinttype = {arXiv},
eprint = {2409.15699},
timestamp = {Thu, 17 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-15699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2409-15700,
author = {Chaofan Li and
Minghao Qin and
Shitao Xiao and
Jianlyu Chen and
Kun Luo and
Yingxia Shao and
Defu Lian and
Zheng Liu},
title = {Making Text Embedders Few-Shot Learners},
journal = {CoRR},
volume = {abs/2409.15700},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2409.15700},
doi = {10.48550/ARXIV.2409.15700},
eprinttype = {arXiv},
eprint = {2409.15700},
timestamp = {Wed, 16 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2409-15700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WuLGZC23,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Zhihao Zhu and
Enhong Chen},
title = {Influence-Driven Data Poisoning for Robust Recommender Systems},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {10},
pages = {11915--11931},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3274759},
doi = {10.1109/TPAMI.2023.3274759},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WuLGZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/QianYCCLZ23,
author = {Fulan Qian and
Bei Yuan and
Hai Chen and
Jie Chen and
Defu Lian and
Shu Zhao},
title = {Enhancing the Transferability of Adversarial Examples Based on Nesterov
Momentum for Recommendation Systems},
journal = {{IEEE} Trans. Big Data},
volume = {9},
number = {5},
pages = {1276--1287},
year = {2023},
url = {https://doi.org/10.1109/TBDATA.2023.3248626},
doi = {10.1109/TBDATA.2023.3248626},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/QianYCCLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DengWLWC23,
author = {Leyan Deng and
Chenwang Wu and
Defu Lian and
Yongji Wu and
Enhong Chen},
title = {Markov-Driven Graph Convolutional Networks for Social Spammer Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {12},
pages = {12310--12322},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3150669},
doi = {10.1109/TKDE.2022.3150669},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DengWLWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LianZZGXC23,
author = {Defu Lian and
Zhihao Zhu and
Kai Zheng and
Yong Ge and
Xing Xie and
Enhong Chen},
title = {Network Representation Lightening From Hashing to Quantization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {5119--5131},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3151474},
doi = {10.1109/TKDE.2022.3151474},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LianZZGXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLTLHC23,
author = {Hao Wang and
Defu Lian and
Hanghang Tong and
Qi Liu and
Zhenya Huang and
Enhong Chen},
title = {Decoupled Representation Learning for Attributed Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2430--2444},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3114444},
doi = {10.1109/TKDE.2021.3114444},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangLTLHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWHZZSOCL23,
author = {Shoujin Wang and
Yan Wang and
Liang Hu and
Xiuzhen Zhang and
Qi Zhang and
Quan Z. Sheng and
Mehmet A. Orgun and
Longbing Cao and
Defu Lian},
title = {Modeling User Demand Evolution for Next-Basket Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11585--11598},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3231018},
doi = {10.1109/TKDE.2022.3231018},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangWHZZSOCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WangXYCRWLL23,
author = {Fan Wang and
Xuanang Xu and
Defu Yang and
Ronald C. Chen and
Trevor J. Royce and
Andrew Z. Wang and
Jun Lian and
Chunfeng Lian},
title = {Dynamic Cross-Task Representation Adaptation for Clinical Targets
Co-Segmentation in {CT} Image-Guided Post-Prostatectomy Radiotherapy},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {4},
pages = {1046--1055},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3223405},
doi = {10.1109/TMI.2022.3223405},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/WangXYCRWLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhuYWYZW23,
author = {Zhonghang Zhu and
Lequan Yu and
Wei Wu and
Rongshan Yu and
Defu Zhang and
Liansheng Wang},
title = {MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole
Slide Image Classification},
journal = {{IEEE} Trans. Medical Imaging},
volume = {42},
number = {5},
pages = {1337--1348},
year = {2023},
url = {https://doi.org/10.1109/TMI.2022.3227066},
doi = {10.1109/TMI.2022.3227066},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZhuYWYZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/TangYLLD23,
author = {Zhe Tang and
Yi Yang and
Wen Li and
Defu Lian and
Lixin Duan},
title = {Deep Cross-Attention Network for Crowdfunding Success Prediction},
journal = {{IEEE} Trans. Multim.},
volume = {25},
pages = {1306--1319},
year = {2023},
url = {https://doi.org/10.1109/TMM.2022.3141256},
doi = {10.1109/TMM.2022.3141256},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmm/TangYLLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/FengLWLXC23,
author = {Chao Feng and
Defu Lian and
Xiting Wang and
Zheng Liu and
Xing Xie and
Enhong Chen},
title = {Reinforcement Routing on Proximity Graph for Efficient Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {1},
pages = {8:1--8:27},
year = {2023},
url = {https://doi.org/10.1145/3512767},
doi = {10.1145/3512767},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/FengLWLXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/HeHCLTWLW23,
author = {Liyang He and
Zhenya Huang and
Enhong Chen and
Qi Liu and
Shiwei Tong and
Hao Wang and
Defu Lian and
Shijin Wang},
title = {An Efficient and Robust Semantic Hashing Framework for Similar Text
Search},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {4},
pages = {91:1--91:31},
year = {2023},
url = {https://doi.org/10.1145/3570725},
doi = {10.1145/3570725},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/HeHCLTWLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/HuangJZLLBC23,
author = {Zhenya Huang and
Binbin Jin and
Hongke Zhao and
Qi Liu and
Defu Lian and
Tengfei Bao and
Enhong Chen},
title = {Personal or General? {A} Hybrid Strategy with Multi-factors for News
Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {41},
number = {2},
pages = {44:1--44:29},
year = {2023},
url = {https://doi.org/10.1145/3555373},
doi = {10.1145/3555373},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/HuangJZLLBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/WangWLC23,
author = {Qingyang Wang and
Chenwang Wu and
Defu Lian and
Enhong Chen},
title = {Securing recommender system via cooperative training},
journal = {World Wide Web {(WWW)}},
volume = {26},
number = {6},
pages = {3915--3943},
year = {2023},
url = {https://doi.org/10.1007/s11280-023-01214-7},
doi = {10.1007/S11280-023-01214-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/www/WangWLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLZWC23,
author = {Jin Zhang and
Defu Lian and
Haodi Zhang and
Baoyun Wang and
Enhong Chen},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Query-Aware Quantization for Maximum Inner Product Search},
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 = {4875--4883},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i4.25613},
doi = {10.1609/AAAI.V37I4.25613},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLZWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/Li0L23,
author = {Zhaoyi Li and
Ying Wei and
Defu Lian},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Learning to Substitute Spans towards Improving Compositional Generalization},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {2791--2811},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.157},
doi = {10.18653/V1/2023.ACL-LONG.157},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/Li0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccoms/ZhangLZL23,
author = {Xiaoguang Zhang and
Defu Liang and
Yuheng Zhang and
Zhenqian Liu},
title = {An {API} Framework for Flexible and Lightweight Microservice Composition},
booktitle = {8th International Conference on Computer and Communication Systems,
{ICCCS} 2023, Guangzhou, China, April 21-23, 2023},
pages = {701--707},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCCS57501.2023.10150530},
doi = {10.1109/ICCCS57501.2023.10150530},
timestamp = {Mon, 10 Jul 2023 15:09:46 +0200},
biburl = {https://dblp.org/rec/conf/ccoms/ZhangLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FanCJLGZ23,
author = {Yongfu Fan and
Jin Chen and
Yongquan Jiang and
Defu Lian and
Fangda Guo and
Kai Zheng},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Batch-Mix Negative Sampling for Learning Recommendation Retrievers},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {494--503},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614789},
doi = {10.1145/3583780.3614789},
timestamp = {Tue, 21 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/FanCJLGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuZJGL23,
author = {Qi Liu and
Zhilong Zhou and
Gangwei Jiang and
Tiezheng Ge and
Defu Lian},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Deep Task-specific Bottom Representation Network for Multi-Task Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1637--1646},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614837},
doi = {10.1145/3583780.3614837},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuZJGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YinWXWZGLTLC23,
author = {Mingjia Yin and
Hao Wang and
Xiang Xu and
Likang Wu and
Sirui Zhao and
Wei Guo and
Yong Liu and
Ruiming Tang and
Defu Lian and
Enhong Chen},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {{APGL4SR:} {A} Generic Framework with Adaptive and Personalized Global
Collaborative Information in Sequential Recommendation},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {3009--3019},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614781},
doi = {10.1145/3583780.3614781},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YinWXWZGLTLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/HanWWWZLLC23,
author = {Yongqiang Han and
Likang Wu and
Hao Wang and
Guifeng Wang and
Mengdi Zhang and
Zhi Li and
Defu Lian and
Enhong Chen},
editor = {Xin Wang and
Maria Luisa Sapino and
Wook{-}Shin Han and
Amr El Abbadi and
Gill Dobbie and
Zhiyong Feng and
Yingxiao Shao and
Hongzhi Yin},
title = {{GUESR:} {A} Global Unsupervised Data-Enhancement with Bucket-Cluster
Sampling for Sequential Recommendation},
booktitle = {Database Systems for Advanced Applications - 28th International Conference,
{DASFAA} 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13944},
pages = {286--296},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30672-3\_19},
doi = {10.1007/978-3-031-30672-3\_19},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/HanWWWZLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LiLC23,
author = {Yucheng Li and
Defu Lian and
Jin Chen},
editor = {Amr El Abbadi and
Gillian Dobbie and
Zhiyong Feng and
Lu Chen and
Xiaohui Tao and
Yingxia Shao and
Hongzhi Yin},
title = {Cache-Enhanced InBatch Sampling with Difficulty-Based Replacement
Strategies for Learning Recommenders},
booktitle = {Database Systems for Advanced Applications. {DASFAA} 2023 International
Workshops - {BDMS} 2023, {BDQM} 2023, {GDMA} 2023, BundleRS 2023,
Tianjin, China, April 17-20, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13922},
pages = {95--108},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-35415-1\_7},
doi = {10.1007/978-3-031-35415-1\_7},
timestamp = {Mon, 24 Jun 2024 12:10:07 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/LiLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SuWL23,
author = {Chaoqun Su and
Chenwang Wu and
Defu Lian},
editor = {Kobi Gal and
Ann Now{\'{e}} and
Grzegorz J. Nalepa and
Roy Fairstein and
Roxana Radulescu},
title = {GridFormer: Spatial-Temporal Transformer Network for Citywide Crowd
Flow Prediction},
booktitle = {{ECAI} 2023 - 26th European Conference on Artificial Intelligence,
September 30 - October 4, 2023, Krak{\'{o}}w, Poland - Including
12th Conference on Prestigious Applications of Intelligent Systems
{(PAIS} 2023)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {372},
pages = {2218--2225},
publisher = {{IOS} Press},
year = {2023},
url = {https://doi.org/10.3233/FAIA230519},
doi = {10.3233/FAIA230519},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/SuWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiangJXZZL023,
author = {Gangwei Jiang and
Caigao Jiang and
Siqiao Xue and
James Zhang and
Jun Zhou and
Defu Lian and
Ying Wei},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Towards Anytime Fine-tuning: Continually Pre-trained Language Models
with Hypernetwork Prompts},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2023, Singapore, December 6-10, 2023},
pages = {12081--12095},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-emnlp.808},
doi = {10.18653/V1/2023.FINDINGS-EMNLP.808},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiangJXZZL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhangHSCJFZLW23,
author = {Haodi Zhang and
Wenxi Huang and
Zhenhan Su and
Junyang Chen and
Di Jiang and
Lixin Fan and
Chen Zhang and
Defu Lian and
Kaishun Wu},
title = {Hierarchical Crowdsourcing for Data Labeling with Heterogeneous Crowd},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {1234--1246},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00099},
doi = {10.1109/ICDE55515.2023.00099},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhangHSCJFZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLLD0LZ23,
author = {Daoyuan Chen and
Wuchao Li and
Yaliang Li and
Bolin Ding and
Kai Zeng and
Defu Lian and
Jingren Zhou},
title = {Learned Index with Dynamic {\textdollar}{\textbackslash}epsilon{\textdollar}},
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/forum?id=UiaUEICawgw},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLLD0LZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuJZWLZC23,
author = {Likang Wu and
Junji Jiang and
Hongke Zhao and
Hao Wang and
Defu Lian and
Mengdi Zhang and
Enhong Chen},
title = {{KMF:} Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot
Node Classification},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {2361--2369},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/262},
doi = {10.24963/IJCAI.2023/262},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WuJZWLZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiFLXLGC23,
author = {Wuchao Li and
Chao Feng and
Defu Lian and
Yuxin Xie and
Haifeng Liu and
Yong Ge and
Enhong Chen},
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 Balanced Tree Indexes for Large-Scale Vector Retrieval},
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 = {1353--1362},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599406},
doi = {10.1145/3580305.3599406},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LiFLXLGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuWL0C23,
author = {Chenwang Wu and
Xiting Wang and
Defu Lian and
Xing Xie and
Enhong Chen},
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 = {A Causality Inspired Framework for Model Interpretation},
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 = {2731--2741},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599240},
doi = {10.1145/3580305.3599240},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuWL0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhuCYWZMW23,
author = {Zhonghang Zhu and
Qichang Chen and
Lequan Yu and
Lianxin Wang and
Defu Zhang and
Baptiste Magnier and
Liansheng Wang},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu E. Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Cross-View Deformable Transformer for Non-displaced Hip Fracture Classification
from Frontal-Lateral X-Ray Pair},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {14225},
pages = {444--453},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43987-2\_43},
doi = {10.1007/978-3-031-43987-2\_43},
timestamp = {Tue, 13 Aug 2024 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhuCYWZMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LuCLZGC23,
author = {Zepu Lu and
Jin Chen and
Defu Lian and
Zaixi Zhang and
Yong Ge and
Enhong Chen},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Knowledge Distillation for High Dimensional Search Index},
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/6a15378acabd1aef017ec79a3ed744d2-Abstract-Conference.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LuCLZGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YiZFWWHALCN23,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Shoujin Wang and
Pengyang Wang and
Hui He and
Ning An and
Defu Lian and
Longbing Cao and
Zhendong Niu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting},
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/f1d16af76939f476b5f040fd1398c0a3-Abstract-Conference.html},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YiZFWWHALCN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangWL23,
author = {Xingmei Wang and
Yankai Wang and
Defu Lian},
title = {A Simple and Robust Ensemble For Click-Through Rate Prediction},
booktitle = {{ACM} RecSys Challenge 2023, Singapore, 19 September 2023},
pages = {14--17},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3626221.3626231},
doi = {10.1145/3626221.3626231},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/WangWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiLXSLC23,
author = {Chaofan Li and
Zheng Liu and
Shitao Xiao and
Yingxia Shao and
Defu Lian and
Zhao Cao},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {LibVQ: {A} Toolkit for Optimizing Vector Quantization and Efficient
Neural Retrieval},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {3095--3099},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591799},
doi = {10.1145/3539618.3591799},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiLXSLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LianHC0WWJFLWC23,
author = {Defu Lian and
Xu Huang and
Xiaolong Chen and
Jin Chen and
Xingmei Wang and
Yankai Wang and
Haoran Jin and
Rui Fan and
Zheng Liu and
Le Wu and
Enhong Chen},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {RecStudio: Towards a Highly-Modularized Recommender System},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {2890--2900},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591894},
doi = {10.1145/3539618.3591894},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LianHC0WWJFLWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0002WFLC23,
author = {Zhihao Zhu and
Chenwang Wu and
Rui Fan and
Defu Lian and
Enhong Chen},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Membership Inference Attacks Against Sequential Recommender Systems},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1208--1219},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583447},
doi = {10.1145/3543507.3583447},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/0002WFLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenWZHLZZW23,
author = {Lei Chen and
Le Wu and
Kun Zhang and
Richang Hong and
Defu Lian and
Zhiqiang Zhang and
Jun Zhou and
Meng Wang},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Improving Recommendation Fairness via Data Augmentation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1012--1020},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583341},
doi = {10.1145/3543507.3583341},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChenWZHLZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FanP00LC23,
author = {Rui Fan and
Yuanhao Pu and
Jin Chen and
Zhihao Zhu and
Defu Lian and
Enhong Chen},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1032--1042},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583349},
doi = {10.1145/3543507.3583349},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FanP00LC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangLCZ0C23,
author = {Xu Huang and
Defu Lian and
Jin Chen and
Zheng Liu and
Xing Xie and
Enhong Chen},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Cooperative Retriever and Ranker in Deep Recommenders},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {1150--1161},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583422},
doi = {10.1145/3543507.3583422},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangLCZ0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LuLZZFWC23,
author = {Zepu Lu and
Defu Lian and
Jin Zhang and
Zaixi Zhang and
Chao Feng and
Hao Wang and
Enhong Chen},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Differentiable Optimized Product Quantization and Beyond},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3353--3363},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583482},
doi = {10.1145/3543507.3583482},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LuLZZFWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06333,
author = {Lei Chen and
Le Wu and
Kun Zhang and
Richang Hong and
Defu Lian and
Zhiqiang Zhang and
Jun Zhou and
Meng Wang},
title = {Improving Recommendation Fairness via Data Augmentation},
journal = {CoRR},
volume = {abs/2302.06333},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06333},
doi = {10.48550/ARXIV.2302.06333},
eprinttype = {arXiv},
eprint = {2302.06333},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00243,
author = {Yongqiang Han and
Likang Wu and
Hao Wang and
Guifeng Wang and
Mengdi Zhang and
Zhi Li and
Defu Lian and
Enhong Chen},
title = {{GUESR:} {A} Global Unsupervised Data-Enhancement with Bucket-Cluster
Sampling for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2303.00243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00243},
doi = {10.48550/ARXIV.2303.00243},
eprinttype = {arXiv},
eprint = {2303.00243},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-07758,
author = {Moritz Neun and
Christian Eichenberger and
Henry Martin and
Markus Spanring and
Rahul Siripurapu and
Daniel Springer and
Leyan Deng and
Chenwang Wu and
Defu Lian and
Min Zhou and
Martin Lumiste and
Andrei Ilie and
Xinhua Wu and
Cheng Lyu and
Qing{-}Long Lu and
Vishal Mahajan and
Yichao Lu and
Jiezhang Li and
Junjun Li and
Yue{-}Jiao Gong and
Florian Gr{\"{o}}tschla and
Jo{\"{e}}l Mathys and
Ye Wei and
He Haitao and
Hui Fang and
Kevin Malm and
Fei Tang and
Michael Kopp and
David P. Kreil and
Sepp Hochreiter},
title = {Traffic4cast at NeurIPS 2022 - Predict Dynamics along Graph Edges
from Sparse Node Data: Whole City Traffic and {ETA} from Stationary
Vehicle Detectors},
journal = {CoRR},
volume = {abs/2303.07758},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.07758},
doi = {10.48550/ARXIV.2303.07758},
eprinttype = {arXiv},
eprint = {2303.07758},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-07758.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-02840,
author = {Zhaoyi Li and
Ying Wei and
Defu Lian},
title = {Learning to Substitute Spans towards Improving Compositional Generalization},
journal = {CoRR},
volume = {abs/2306.02840},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.02840},
doi = {10.48550/ARXIV.2306.02840},
eprinttype = {arXiv},
eprint = {2306.02840},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05623,
author = {Zheli Xiong and
Defu Lian and
Enhong Chen and
Gang Chen and
Xiaomin Cheng},
title = {A DeepLearning Framework for Dynamic Estimation of Origin-Destination
Sequence},
journal = {CoRR},
volume = {abs/2307.05623},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05623},
doi = {10.48550/ARXIV.2307.05623},
eprinttype = {arXiv},
eprint = {2307.05623},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16376,
author = {Jin Chen and
Zheng Liu and
Xu Huang and
Chenwang Wu and
Qi Liu and
Gangwei Jiang and
Yuanhao Pu and
Yuxuan Lei and
Xiaolong Chen and
Xingmei Wang and
Defu Lian and
Enhong Chen},
title = {When Large Language Models Meet Personalization: Perspectives of Challenges
and Opportunities},
journal = {CoRR},
volume = {abs/2307.16376},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16376},
doi = {10.48550/ARXIV.2307.16376},
eprinttype = {arXiv},
eprint = {2307.16376},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05996,
author = {Qi Liu and
Zhilong Zhou and
Gangwei Jiang and
Tiezheng Ge and
Defu Lian},
title = {Deep Task-specific Bottom Representation Network for Multi-Task Recommendation},
journal = {CoRR},
volume = {abs/2308.05996},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05996},
doi = {10.48550/ARXIV.2308.05996},
eprinttype = {arXiv},
eprint = {2308.05996},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-08563,
author = {Likang Wu and
Junji Jiang and
Hongke Zhao and
Hao Wang and
Defu Lian and
Mengdi Zhang and
Enhong Chen},
title = {{KMF:} Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot
Node Classification},
journal = {CoRR},
volume = {abs/2308.08563},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.08563},
doi = {10.48550/ARXIV.2308.08563},
eprinttype = {arXiv},
eprint = {2308.08563},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-08563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16505,
author = {Xu Huang and
Jianxun Lian and
Yuxuan Lei and
Jing Yao and
Defu Lian and
Xing Xie},
title = {Recommender {AI} Agent: Integrating Large Language Models for Interactive
Recommendations},
journal = {CoRR},
volume = {abs/2308.16505},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16505},
doi = {10.48550/ARXIV.2308.16505},
eprinttype = {arXiv},
eprint = {2308.16505},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16505.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01453,
author = {Jin Zhang and
Defu Lian and
Hong Xie and
Yawen Li and
Enhong Chen},
title = {Interactive Graph Convolutional Filtering},
journal = {CoRR},
volume = {abs/2309.01453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01453},
doi = {10.48550/ARXIV.2309.01453},
eprinttype = {arXiv},
eprint = {2309.01453},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-14907,
author = {Zhihao Shi and
Jie Wang and
Fanghua Lu and
Hanzhu Chen and
Defu Lian and
Zheng Wang and
Jieping Ye and
Feng Wu},
title = {Label Deconvolution for Node Representation Learning on Large-scale
Attributed Graphs against Learning Bias},
journal = {CoRR},
volume = {abs/2309.14907},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.14907},
doi = {10.48550/ARXIV.2309.14907},
eprinttype = {arXiv},
eprint = {2309.14907},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-14907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-17278,
author = {Yichang Xu and
Chenwang Wu and
Defu Lian},
title = {Toward Robust Recommendation via Real-time Vicinal Defense},
journal = {CoRR},
volume = {abs/2309.17278},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.17278},
doi = {10.48550/ARXIV.2309.17278},
eprinttype = {arXiv},
eprint = {2309.17278},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-17278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05753,
author = {Zheli Xiong and
Defu Lian and
Enhong Chen and
Gang Chen and
Xiaomin Cheng},
title = {Large-Scale {OD} Matrix Estimation with {A} Deep Learning Method},
journal = {CoRR},
volume = {abs/2310.05753},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05753},
doi = {10.48550/ARXIV.2310.05753},
eprinttype = {arXiv},
eprint = {2310.05753},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13024,
author = {Gangwei Jiang and
Caigao Jiang and
Siqiao Xue and
James Y. Zhang and
Jun Zhou and
Defu Lian and
Ying Wei},
title = {Towards Anytime Fine-tuning: Continually Pre-trained Language Models
with Hypernetwork Prompt},
journal = {CoRR},
volume = {abs/2310.13024},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13024},
doi = {10.48550/ARXIV.2310.13024},
eprinttype = {arXiv},
eprint = {2310.13024},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13260,
author = {Xu Huang and
Jianxun Lian and
Hao Wang and
Defu Lian and
Xing Xie},
title = {A Data-Centric Multi-Objective Learning Framework for Responsible
Recommendation Systems},
journal = {CoRR},
volume = {abs/2310.13260},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13260},
doi = {10.48550/ARXIV.2310.13260},
eprinttype = {arXiv},
eprint = {2310.13260},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00241,
author = {Shi Yin and
Shijie Huan and
Defu Lian and
Shangfei Wang and
Jinshui Hu and
Tao Guo and
Bing Yin and
Baocai Yin and
Cong Liu},
title = {1DFormer: Learning 1D Landmark Representations via Transformer for
Facial Landmark Tracking},
journal = {CoRR},
volume = {abs/2311.00241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00241},
doi = {10.48550/ARXIV.2311.00241},
eprinttype = {arXiv},
eprint = {2311.00241},
timestamp = {Sat, 09 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02816,
author = {Mingjia Yin and
Hao Wang and
Xiang Xu and
Likang Wu and
Sirui Zhao and
Wei Guo and
Yong Liu and
Ruiming Tang and
Defu Lian and
Enhong Chen},
title = {{APGL4SR:} {A} Generic Framework with Adaptive and Personalized Global
Collaborative Information in Sequential Recommendation},
journal = {CoRR},
volume = {abs/2311.02816},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02816},
doi = {10.48550/ARXIV.2311.02816},
eprinttype = {arXiv},
eprint = {2311.02816},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06184,
author = {Kun Yi and
Qi Zhang and
Wei Fan and
Shoujin Wang and
Pengyang Wang and
Hui He and
Defu Lian and
Ning An and
Longbing Cao and
Zhendong Niu},
title = {Frequency-domain MLPs are More Effective Learners in Time Series Forecasting},
journal = {CoRR},
volume = {abs/2311.06184},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06184},
doi = {10.48550/ARXIV.2311.06184},
eprinttype = {arXiv},
eprint = {2311.06184},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10764,
author = {Qi Liu and
Xuyang Hou and
Haoran Jin and
Jin Chen and
Zhe Wang and
Defu Lian and
Tan Qu and
Jia Cheng and
Jun Lei},
title = {Deep Group Interest Modeling of Full Lifelong User Behaviors for {CTR}
Prediction},
journal = {CoRR},
volume = {abs/2311.10764},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10764},
doi = {10.48550/ARXIV.2311.10764},
eprinttype = {arXiv},
eprint = {2311.10764},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-10947,
author = {Yuxuan Lei and
Jianxun Lian and
Jing Yao and
Xu Huang and
Defu Lian and
Xing Xie},
title = {RecExplainer: Aligning Large Language Models for Recommendation Model
Interpretability},
journal = {CoRR},
volume = {abs/2311.10947},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.10947},
doi = {10.48550/ARXIV.2311.10947},
eprinttype = {arXiv},
eprint = {2311.10947},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-10947.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06226,
author = {Ruimeng Li and
Yuanhao Pu and
Zhaoyi Li and
Hong Xie and
Defu Lian},
title = {Invariant Representation Learning via Decoupling Style and Spurious
Features},
journal = {CoRR},
volume = {abs/2312.06226},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06226},
doi = {10.48550/ARXIV.2312.06226},
eprinttype = {arXiv},
eprint = {2312.06226},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-06683,
author = {Qi Liu and
Xuyang Hou and
Defu Lian and
Zhe Wang and
Haoran Jin and
Jia Cheng and
Jun Lei},
title = {{AT4CTR:} Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction},
journal = {CoRR},
volume = {abs/2312.06683},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.06683},
doi = {10.48550/ARXIV.2312.06683},
eprinttype = {arXiv},
eprint = {2312.06683},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-06683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-10943,
author = {Zhihao Zhu and
Chenwang Wu and
Rui Fan and
Yi Yang and
Defu Lian and
Enhong Chen},
title = {Model Stealing Attack against Graph Classification with Authenticity,
Uncertainty and Diversity},
journal = {CoRR},
volume = {abs/2312.10943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.10943},
doi = {10.48550/ARXIV.2312.10943},
eprinttype = {arXiv},
eprint = {2312.10943},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-10943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11571,
author = {Zhihao Zhu and
Rui Fan and
Chenwang Wu and
Yi Yang and
Defu Lian and
Enhong Chen},
title = {Model Stealing Attack against Recommender System},
journal = {CoRR},
volume = {abs/2312.11571},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11571},
doi = {10.48550/ARXIV.2312.11571},
eprinttype = {arXiv},
eprint = {2312.11571},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WangCWSOL22,
author = {Shoujin Wang and
Longbing Cao and
Yan Wang and
Quan Z. Sheng and
Mehmet A. Orgun and
Defu Lian},
title = {A Survey on Session-based Recommender Systems},
journal = {{ACM} Comput. Surv.},
volume = {54},
number = {7},
pages = {154:1--154:38},
year = {2022},
url = {https://doi.org/10.1145/3465401},
doi = {10.1145/3465401},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/WangCWSOL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/XiongGZXTL22,
author = {Yan Xiong and
Liang Guo and
Yang Zhang and
Mingxing Xu and
Defu Tian and
Ming Li},
title = {Surrogate modeling for spacecraft thermophysical models using deep
learning},
journal = {Neural Comput. Appl.},
volume = {34},
number = {19},
pages = {16577--16603},
year = {2022},
url = {https://doi.org/10.1007/s00521-022-07257-7},
doi = {10.1007/S00521-022-07257-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/XiongGZXTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/YueCQZ22,
author = {Liangguang Yue and
Defu Cheng and
Yanchao Qiao and
Jing Zhao},
title = {Error Calibration for Full Tensor Magnetic Gradiometer Probe Based
on Coordinate Transformation Method},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {71},
pages = {1--11},
year = {2022},
url = {https://doi.org/10.1109/TIM.2022.3193977},
doi = {10.1109/TIM.2022.3193977},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/YueCQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LianCZCZ22,
author = {Defu Lian and
Jin Chen and
Kai Zheng and
Enhong Chen and
Xiaofang Zhou},
title = {Ranking-Based Implicit Regularization for One-Class Collaborative
Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {12},
pages = {5951--5963},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2021.3069057},
doi = {10.1109/TKDE.2021.3069057},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LianCZCZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangTYYLL22,
author = {Yan Zhang and
Ivor W. Tsang and
Hongzhi Yin and
Guowu Yang and
Defu Lian and
Jingjing Li},
title = {Deep Pairwise Hashing for Cold-Start Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {7},
pages = {3169--3181},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3024022},
doi = {10.1109/TKDE.2020.3024022},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangTYYLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DengLHC22,
author = {Leyan Deng and
Defu Lian and
Zhenya Huang and
Enhong Chen},
title = {Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly
Detection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2416--2428},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3136171},
doi = {10.1109/TNNLS.2021.3136171},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DengLHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/0076LT0HC22,
author = {Hao Wang and
Defu Lian and
Hanghang Tong and
Qi Liu and
Zhenya Huang and
Enhong Chen},
title = {HyperSoRec: Exploiting Hyperbolic User and Item Representations with
Multiple Aspects for Social-aware Recommendation},
journal = {{ACM} Trans. Inf. Syst.},
volume = {40},
number = {2},
pages = {24:1--24:28},
year = {2022},
url = {https://doi.org/10.1145/3463913},
doi = {10.1145/3463913},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/0076LT0HC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/WangLLWCW22,
author = {Hanchen Wang and
Defu Lian and
Wanqi Liu and
Dong Wen and
Chen Chen and
Xiaoyang Wang},
title = {Powerful graph of graphs neural network for structured entity analysis},
journal = {World Wide Web},
volume = {25},
number = {2},
pages = {609--629},
year = {2022},
url = {https://doi.org/10.1007/s11280-021-00900-8},
doi = {10.1007/S11280-021-00900-8},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/WangLLWCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLLLWC22,
author = {Jin Zhang and
Qi Liu and
Defu Lian and
Zheng Liu and
Le Wu and
Enhong Chen},
title = {Anisotropic Additive Quantization for Fast Inner Product Search},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {4354--4362},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i4.20356},
doi = {10.1609/AAAI.V36I4.20356},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLLLWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiangLLHWL22,
author = {Jiannan Xiang and
Huayang Li and
Defu Lian and
Guoping Huang and
Taro Watanabe and
Lemao Liu},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Visualizing the Relationship Between Encoded Linguistic Information
and Task Performance},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {410--422},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.35},
doi = {10.18653/V1/2022.FINDINGS-ACL.35},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XiangLLHWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiangLLLHL022,
author = {Jiannan Xiang and
Huayang Li and
Yahui Liu and
Lemao Liu and
Guoping Huang and
Defu Lian and
Shuming Shi},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Investigating Data Variance in Evaluations of Automatic Machine Translation
Metrics},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {150--157},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.14},
doi = {10.18653/V1/2022.FINDINGS-ACL.14},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/XiangLLLHL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/WuYYZHLLZZ22,
author = {Ziniu Wu and
Pei Yu and
Peilun Yang and
Rong Zhu and
Yuxing Han and
Yaliang Li and
Defu Lian and
Kai Zeng and
Jingren Zhou},
title = {A Unified Transferable Model for ML-Enhanced {DBMS}},
booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
Chaminade, CA, USA, January 9-12, 2022},
publisher = {www.cidrdb.org},
year = {2022},
url = {https://www.cidrdb.org/cidr2022/papers/p6-wu.pdf},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/WuYYZHLLZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csai/LiangZZL22,
author = {Defu Liang and
Xiaoguang Zhang and
Yuheng Zhang and
Qing Liu},
title = {Self-Adaptive Dynamic Connection Pool Management Method},
booktitle = {Proceedings of the 6th International Conference on Computer Science
and Artificial Intelligence, {CSAI} 2022, Beijing, China, December
9-11, 2022},
pages = {296--301},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3577530.3577577},
doi = {10.1145/3577530.3577577},
timestamp = {Sat, 27 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csai/LiangZZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/MaL22,
author = {Jinchao Ma and
Defu Lian},
editor = {Rage Uday Kiran and
Vikram Goyal and
P. Krishna Reddy},
title = {Attention-Cooperated Reinforcement Learning for Multi-agent Path Planning},
booktitle = {Database Systems for Advanced Applications. {DASFAA} 2022 International
Workshops - BDMS, BDQM, GDMA, IWBT, MAQTDS, and PMBD, Virtual Event,
April 11-14, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13248},
pages = {272--290},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-11217-1\_20},
doi = {10.1007/978-3-031-11217-1\_20},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/MaL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YangWLZQZ22,
author = {Peilun Yang and
Hanchen Wang and
Defu Lian and
Ying Zhang and
Lu Qin and
Wenjie Zhang},
title = {{TMN:} Trajectory Matching Networks for Predicting Similarity},
booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022,
Kuala Lumpur, Malaysia, May 9-12, 2022},
pages = {1700--1713},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDE53745.2022.00173},
doi = {10.1109/ICDE53745.2022.00173},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/YangWLZQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ksem/QinL22,
author = {Lijiao Qin and
Defu Lian},
editor = {G{\'{e}}rard Memmi and
Baijian Yang and
Linghe Kong and
Tianwei Zhang and
Meikang Qiu},
title = {Adversarial Cycle-Consistent Autoencoder for Category-Aware Out-of-Town
Recommendation},
booktitle = {Knowledge Science, Engineering and Management - 15th International
Conference, {KSEM} 2022, Singapore, August 6-8, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13370},
pages = {501--515},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-10989-8\_40},
doi = {10.1007/978-3-031-10989-8\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ksem/QinL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhuWMZZY22,
author = {Zhonghang Zhu and
Liansheng Wang and
Baptiste Magnier and
Lei Zhu and
Defu Zhang and
Lequan Yu},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Reinforcement Learning Driven Intra-modal and Inter-modal Representation
Learning for 3D Medical Image Classification},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13433},
pages = {604--613},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16437-8\_58},
doi = {10.1007/978-3-031-16437-8\_58},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhuWMZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/JiangWGJ0L22,
author = {Gangwei Jiang and
Shiyao Wang and
Tiezheng Ge and
Yuning Jiang and
Ying Wei and
Defu Lian},
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 = {Self-Supervised Text Erasing with Controllable Image Synthesis},
booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
Portugal, October 10 - 14, 2022},
pages = {1973--1983},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503161.3547905},
doi = {10.1145/3503161.3547905},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mm/JiangWGJ0L22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/WangLZZGLJ22,
author = {Shiyao Wang and
Qi Liu and
Yicheng Zhong and
Zhilong Zhou and
Tiezheng Ge and
Defu Lian and
Yuning Jiang},
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 = {CreaGAN: An Automatic Creative Generation Framework for Display Advertising},
booktitle = {{MM} '22: The 30th {ACM} International Conference on Multimedia, Lisboa,
Portugal, October 10 - 14, 2022},
pages = {7261--7269},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3503161.3548763},
doi = {10.1145/3503161.3548763},
timestamp = {Wed, 12 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/WangLZZGLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLLWZC22,
author = {Jin Chen and
Defu Lian and
Yucheng Li and
Baoyun Wang and
Kai Zheng and
Enhong Chen},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Cache-Augmented Inbatch Importance Resampling for Training Recommender
Retriever},
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/e1194b07221de8783a02087bb899d69f-Abstract-Conference.html},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLLWZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengLWC22,
author = {Leyan Deng and
Defu Lian and
Chenwang Wu and
Enhong Chen},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Graph Convolution Network based Recommender Systems: Learning Guarantee
and Item Mixture Powered Strategy},
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/18fd48d9cbbf9a20e434c9d3db6973c5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DengLWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FengLLLC22,
author = {Chao Feng and
Wuchao Li and
Defu Lian and
Zheng Liu and
Enhong Chen},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Recommender Forest for Efficient Retrieval},
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/fe2fe749d329627f161484876630c689-Abstract-Conference.html},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FengLLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhuWZLLC22,
author = {Zhihao Zhu and
Chenwang Wu and
Min Zhou and
Hao Liao and
Defu Lian and
Enhong Chen},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13715},
pages = {251--268},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26409-2\_16},
doi = {10.1007/978-3-031-26409-2\_16},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ZhuWZLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Fan0ZLC22,
author = {Rui Fan and
Jin Chen and
Jin Zhang and
Defu Lian and
Enhong Chen},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Improving Implicit Alternating Least Squares with Ring-based Regularization},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {102--111},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531995},
doi = {10.1145/3477495.3531995},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/Fan0ZLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/FengLLXWC22,
author = {Chao Feng and
Defu Lian and
Zheng Liu and
Xing Xie and
Le Wu and
Enhong Chen},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Forest-based Deep Recommender},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {523--532},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531980},
doi = {10.1145/3477495.3531980},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/FengLLXWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/Li0Z0LH22,
author = {Bisheng Li and
Min Zhou and
Shengzhong Zhang and
Menglin Yang and
Defu Lian and
Zengfeng Huang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {{BSAL:} {A} Framework of Bi-component Structure and Attribute Learning
for Link Prediction},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {2053--2058},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531804},
doi = {10.1145/3477495.3531804},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/Li0Z0LH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/XiaoLHZLGCYSSX22,
author = {Shitao Xiao and
Zheng Liu and
Weihao Han and
Jianjin Zhang and
Defu Lian and
Yeyun Gong and
Qi Chen and
Fan Yang and
Hao Sun and
Yingxia Shao and
Xing Xie},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling
Knowledge from Dense Embeddings},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {1513--1523},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3531799},
doi = {10.1145/3477495.3531799},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/XiaoLHZLGCYSSX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhuCLYH22,
author = {Guanghui Zhu and
Feng Cheng and
Defu Lian and
Chunfeng Yuan and
Yihua Huang},
editor = {Enrique Amig{\'{o}} and
Pablo Castells and
Julio Gonzalo and
Ben Carterette and
J. Shane Culpepper and
Gabriella Kazai},
title = {{NAS-CTR:} Efficient Neural Architecture Search for Click-Through
Rate Prediction},
booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Madrid, Spain, July 11 -
15, 2022},
pages = {332--342},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3477495.3532030},
doi = {10.1145/3477495.3532030},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ZhuCLYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/WangLWC22,
author = {Qingyang Wang and
Defu Lian and
Chenwang Wu and
Enhong Chen},
editor = {Richard Chbeir and
Zi Helen Huang and
Fabrizio Silvestri and
Yannis Manolopoulos and
Yanchun Zhang},
title = {Towards Robust Recommender Systems via Triple Cooperative Defense},
booktitle = {Web Information Systems Engineering - {WISE} 2022 - 23rd International
Conference, Biarritz, France, November 1-3, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13724},
pages = {564--578},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20891-1\_40},
doi = {10.1007/978-3-031-20891-1\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wise/WangLWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/000100LK22,
author = {Menglin Yang and
Min Zhou and
Jiahong Liu and
Defu Lian and
Irwin King},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {{HRCF:} Enhancing Collaborative Filtering via Hyperbolic Geometric
Regularization},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {2462--2471},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512118},
doi = {10.1145/3485447.3512118},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/000100LK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenLJ0C22,
author = {Jin Chen and
Defu Lian and
Binbin Jin and
Kai Zheng and
Enhong Chen},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Learning Recommenders for Implicit Feedback with Importance Resampling},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1997--2005},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512075},
doi = {10.1145/3485447.3512075},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChenLJ0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenLJHZC22,
author = {Jin Chen and
Defu Lian and
Binbin Jin and
Xu Huang and
Kai Zheng and
Enhong Chen},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative
Filtering},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {1944--1954},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512068},
doi = {10.1145/3485447.3512068},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChenLJHZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/XiaoLHZSLLSDZZX22,
author = {Shitao Xiao and
Zheng Liu and
Weihao Han and
Jianjin Zhang and
Yingxia Shao and
Defu Lian and
Chaozhuo Li and
Hao Sun and
Denvy Deng and
Liangjie Zhang and
Qi Zhang and
Xing Xie},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Progressively Optimized Bi-Granular Document Representation for Scalable
Embedding Based Retrieval},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {286--296},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3511957},
doi = {10.1145/3485447.3511957},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/XiaoLHZSLLSDZZX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05409,
author = {Shitao Xiao and
Zheng Liu and
Weihao Han and
Jianjin Zhang and
Chaozhuo Li and
Yingxia Shao and
Defu Lian and
Xing Xie and
Hao Sun and
Denvy Deng and
Liangjie Zhang and
Qi Zhang},
title = {Progressively Optimized Bi-Granular Document Representation for Scalable
Embedding Based Retrieval},
journal = {CoRR},
volume = {abs/2201.05409},
year = {2022},
url = {https://arxiv.org/abs/2201.05409},
eprinttype = {arXiv},
eprint = {2201.05409},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09290,
author = {Chao Feng and
Defu Lian and
Xiting Wang and
Zheng Liu and
Xing Xie and
Enhong Chen},
title = {Reinforcement Routing on Proximity Graph for Efficient Recommendation},
journal = {CoRR},
volume = {abs/2201.09290},
year = {2022},
url = {https://arxiv.org/abs/2201.09290},
eprinttype = {arXiv},
eprint = {2201.09290},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09290.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13802,
author = {Junhan Yang and
Zheng Liu and
Shitao Xiao and
Jianxun Lian and
Lijun Wu and
Defu Lian and
Guangzhong Sun and
Xing Xie},
title = {A Mutually Reinforced Framework for Pretrained Sentence Embeddings},
journal = {CoRR},
volume = {abs/2202.13802},
year = {2022},
url = {https://arxiv.org/abs/2202.13802},
eprinttype = {arXiv},
eprint = {2202.13802},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15858,
author = {Jiannan Xiang and
Huayang Li and
Yahui Liu and
Lemao Liu and
Guoping Huang and
Defu Lian and
Shuming Shi},
title = {Investigating Data Variance in Evaluations of Automatic Machine Translation
Metrics},
journal = {CoRR},
volume = {abs/2203.15858},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15858},
doi = {10.48550/ARXIV.2203.15858},
eprinttype = {arXiv},
eprint = {2203.15858},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15860,
author = {Jiannan Xiang and
Huayang Li and
Defu Lian and
Guoping Huang and
Taro Watanabe and
Lemao Liu},
title = {Visualizing the Relationship Between Encoded Linguistic Information
and Task Performance},
journal = {CoRR},
volume = {abs/2203.15860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15860},
doi = {10.48550/ARXIV.2203.15860},
eprinttype = {arXiv},
eprint = {2203.15860},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00185,
author = {Shitao Xiao and
Zheng Liu and
Weihao Han and
Jianjin Zhang and
Defu Lian and
Yeyun Gong and
Qi Chen and
Fan Yang and
Hao Sun and
Yingxia Shao and
Denvy Deng and
Qi Zhang and
Xing Xie},
title = {Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling
Knowledge from Dense Embeddings},
journal = {CoRR},
volume = {abs/2204.00185},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00185},
doi = {10.48550/ARXIV.2204.00185},
eprinttype = {arXiv},
eprint = {2204.00185},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08176,
author = {Menglin Yang and
Min Zhou and
Jiahong Liu and
Defu Lian and
Irwin King},
title = {{HRCF:} Enhancing Collaborative Filtering via Hyperbolic Geometric
Regularization},
journal = {CoRR},
volume = {abs/2204.08176},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08176},
doi = {10.48550/ARXIV.2204.08176},
eprinttype = {arXiv},
eprint = {2204.08176},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08176.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09508,
author = {Bisheng Li and
Min Zhou and
Shengzhong Zhang and
Menglin Yang and
Defu Lian and
Zengfeng Huang},
title = {{BSAL:} {A} Framework of Bi-component Structure and Attribute Learning
for Link Prediction},
journal = {CoRR},
volume = {abs/2204.09508},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09508},
doi = {10.48550/ARXIV.2204.09508},
eprinttype = {arXiv},
eprint = {2204.09508},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09508.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-12743,
author = {Gangwei Jiang and
Shiyao Wang and
Tiezheng Ge and
Yuning Jiang and
Ying Wei and
Defu Lian},
title = {Self-Supervised Text Erasing with Controllable Image Synthesis},
journal = {CoRR},
volume = {abs/2204.12743},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.12743},
doi = {10.48550/ARXIV.2204.12743},
eprinttype = {arXiv},
eprint = {2204.12743},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-12743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14859,
author = {Jin Chen and
Defu Lian and
Yucheng Li and
Baoyun Wang and
Kai Zheng and
Enhong Chen},
title = {Cache-Augmented Inbatch Importance Resampling for Training Recommender
Retriever},
journal = {CoRR},
volume = {abs/2205.14859},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14859},
doi = {10.48550/ARXIV.2205.14859},
eprinttype = {arXiv},
eprint = {2205.14859},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-08661,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Min Zhou and
Enhong Chen and
Dacheng Tao},
title = {Boosting Factorization Machines via Saliency-Guided Mixup},
journal = {CoRR},
volume = {abs/2206.08661},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.08661},
doi = {10.48550/ARXIV.2206.08661},
eprinttype = {arXiv},
eprint = {2206.08661},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-08661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14649,
author = {Xu Huang and
Defu Lian and
Jin Chen and
Zheng Liu and
Xing Xie and
Enhong Chen},
title = {Cooperative Retriever and Ranker in Deep Recommenders},
journal = {CoRR},
volume = {abs/2206.14649},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14649},
doi = {10.48550/ARXIV.2206.14649},
eprinttype = {arXiv},
eprint = {2206.14649},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13762,
author = {Qingyang Wang and
Defu Lian and
Chenwang Wu and
Enhong Chen},
title = {Towards Robust Recommender Systems via Triple Cooperative Defense},
journal = {CoRR},
volume = {abs/2210.13762},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13762},
doi = {10.48550/ARXIV.2210.13762},
eprinttype = {arXiv},
eprint = {2210.13762},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00641,
author = {Leyan Deng and
Chenwang Wu and
Defu Lian and
Min Zhou},
title = {Transposed Variational Auto-encoder with Intrinsic Feature Learning
for Traffic Forecasting},
journal = {CoRR},
volume = {abs/2211.00641},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00641},
doi = {10.48550/ARXIV.2211.00641},
eprinttype = {arXiv},
eprint = {2211.00641},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-08068,
author = {Zhihao Zhu and
Chenwang Wu and
Min Zhou and
Hao Liao and
Defu Lian and
Enhong Chen},
title = {Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation},
journal = {CoRR},
volume = {abs/2211.08068},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.08068},
doi = {10.48550/ARXIV.2211.08068},
eprinttype = {arXiv},
eprint = {2211.08068},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-08068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/KimYYLK021,
author = {Minjeong Kim and
Chenggang Yan and
Defu Yang and
Peipeng Liang and
Daniel I. Kaufer and
Guorong Wu},
title = {Constructing Connectome Atlas by Graph Laplacian Learning},
journal = {Neuroinformatics},
volume = {19},
number = {2},
pages = {233--249},
year = {2021},
url = {https://doi.org/10.1007/s12021-020-09482-8},
doi = {10.1007/S12021-020-09482-8},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/KimYYLK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/TaoJLZC21,
author = {Shuo Tao and
Jingang Jiang and
Defu Lian and
Kai Zheng and
Enhong Chen},
title = {Predicting Human Mobility with Reinforcement-Learning-Based Long-Term
Periodicity Modeling},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {6},
pages = {78:1--78:23},
year = {2021},
url = {https://doi.org/10.1145/3469860},
doi = {10.1145/3469860},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/TaoJLZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LianXC21,
author = {Defu Lian and
Xing Xie and
Enhong Chen},
title = {Discrete Matrix Factorization and Extension for Fast Item Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {5},
pages = {1919--1933},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2951386},
doi = {10.1109/TKDE.2019.2951386},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LianXC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LianXCX21,
author = {Defu Lian and
Xing Xie and
Enhong Chen and
Hui Xiong},
title = {Product Quantized Collaborative Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {9},
pages = {3284--3296},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2964232},
doi = {10.1109/TKDE.2020.2964232},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LianXCX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/WangLZQHLL21,
author = {Hanchen Wang and
Defu Lian and
Ying Zhang and
Lu Qin and
Xiangjian He and
Yiguang Lin and
Xuemin Lin},
title = {Binarized graph neural network},
journal = {World Wide Web},
volume = {24},
number = {3},
pages = {825--848},
year = {2021},
url = {https://doi.org/10.1007/s11280-021-00878-3},
doi = {10.1007/S11280-021-00878-3},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/WangLZQHLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenGJZLZ21,
author = {Jin Chen and
Tiezheng Ge and
Gangwei Jiang and
Zhiqiang Zhang and
Defu Lian and
Kai Zheng},
title = {Efficient Optimal Selection for Composited Advertising Creatives with
Tree Structure},
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 = {3967--3975},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16516},
doi = {10.1609/AAAI.V35I5.16516},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenGJZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/XiangLCLLL21,
author = {Jiannan Xiang and
Yahui Liu and
Deng Cai and
Huayang Li and
Defu Lian and
Lemao Liu},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {Assessing Dialogue Systems with Distribution Distances},
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 = {2192--2198},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-acl.193},
doi = {10.18653/V1/2021.FINDINGS-ACL.193},
timestamp = {Fri, 27 Aug 2021 08:39:19 +0200},
biburl = {https://dblp.org/rec/conf/acl/XiangLCLLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangWLG21,
author = {Haoyu Wang and
Yaqing Wang and
Defu Lian and
Jing Gao},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {A Lightweight Knowledge Graph Embedding Framework for Efficient Inference
and Storage},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1909--1918},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482224},
doi = {10.1145/3459637.3482224},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangWLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/XiaoLSL021,
author = {Shitao Xiao and
Zheng Liu and
Yingxia Shao and
Defu Lian and
Xing Xie},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Matching-oriented Embedding Quantization For Ad-hoc Retrieval},
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 = {8119--8129},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.640},
doi = {10.18653/V1/2021.EMNLP-MAIN.640},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/XiaoLSL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangJHZLLC21,
author = {Li Wang and
Binbin Jin and
Zhenya Huang and
Hongke Zhao and
Defu Lian and
Qi Liu and
Enhong Chen},
editor = {Zhi{-}Hua Zhou},
title = {Preference-Adaptive Meta-Learning for Cold-Start Recommendation},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {1607--1614},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/222},
doi = {10.24963/IJCAI.2021/222},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangJHZLLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuZLGMC21,
author = {Qi Liu and
Jin Zhang and
Defu Lian and
Yong Ge and
Jianhui Ma and
Enhong Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Online Additive Quantization},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1098--1108},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467441},
doi = {10.1145/3447548.3467441},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuZLGMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuLGZC21,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Zhihao Zhu and
Enhong Chen},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Triple Adversarial Learning for Influence based Poisoning Attack in
Recommender Systems},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {1830--1840},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467335},
doi = {10.1145/3447548.3467335},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuLGZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NeunEMSSSDWLZLIWLLMLLLGGMWHFMTKKH21,
author = {Moritz Neun and
Christian Eichenberger and
Henry Martin and
Markus Spanring and
Rahul Siripurapu and
Daniel Springer and
Leyan Deng and
Chenwang Wu and
Defu Lian and
Min Zhou and
Martin Lumiste and
Andrei Ilie and
Xinhua Wu and
Cheng Lyu and
Qing{-}Long Lu and
Vishal Mahajan and
Yichao Lu and
Jiezhang Li and
Junjun Li and
Yue{-}Jiao Gong and
Florian Gr{\"{o}}tschla and
Jo{\"{e}}l Mathys and
Ye Wei and
He Haitao and
Hui Fang and
Kevin Malm and
Fei Tang and
Michael Kopp and
David P. Kreil and
Sepp Hochreiter},
editor = {Marco Ciccone and
Gustavo Stolovitzky and
Jacob Albrecht},
title = {Traffic4cast at NeurIPS 2022 {\textendash} Predict Dynamics along
Graph Edges from Sparse Node Data: Whole City Traffic and {ETA} from
Stationary Vehicle Detectors},
booktitle = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {220},
pages = {251--278},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v220/neun22a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NeunEMSSSDWLZLIWLLMLLLGGMWHFMTKKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLXLLASSX21,
author = {Junhan Yang and
Zheng Liu and
Shitao Xiao and
Chaozhuo Li and
Defu Lian and
Sanjay Agrawal and
Amit Singh and
Guangzhong Sun and
Xing Xie},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {GraphFormers: GNN-nested Transformers for Representation Learning
on Textual Graph},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28798--28810},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f18a6d1cde4b205199de8729a6637b42-Abstract.html},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YangLXLLASSX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YaoWWZMLF21,
author = {Huaxiu Yao and
Yu Wang and
Ying Wei and
Peilin Zhao and
Mehrdad Mahdavi and
Defu Lian and
Chelsea Finn},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Meta-learning with an Adaptive Task Scheduler},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7497--7509},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3dc4876f3f08201c7c76cb71fa1da439-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/YaoWWZMLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChengYLGLYLYC21,
author = {Mingyue Cheng and
Fajie Yuan and
Qi Liu and
Shenyang Ge and
Zhi Li and
Runlong Yu and
Defu Lian and
Senchao Yuan and
Enhong Chen},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Learning Recommender Systems with Implicit Feedback via Soft Target
Enhancement},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {575--584},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462863},
doi = {10.1145/3404835.3462863},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/ChengYLGLYLYC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiangWCWLC21,
author = {Gangwei Jiang and
Hao Wang and
Jin Chen and
Haoyu Wang and
Defu Lian and
Enhong Chen},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {xLightFM: Extremely Memory-Efficient Factorization Machine},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {337--346},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462941},
doi = {10.1145/3404835.3462941},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/JiangWCWLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuLGZCY21,
author = {Chenwang Wu and
Defu Lian and
Yong Ge and
Zhihao Zhu and
Enhong Chen and
Senchao Yuan},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial
Poisoning Training},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {1074--1083},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3462914},
doi = {10.1145/3404835.3462914},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WuLGZCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WuHLLWCMW21,
author = {Jinze Wu and
Zhenya Huang and
Qi Liu and
Defu Lian and
Hao Wang and
Enhong Chen and
Haiping Ma and
Shijin Wang},
editor = {Liane Lewin{-}Eytan and
David Carmel and
Elad Yom{-}Tov and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Federated Deep Knowledge Tracing},
booktitle = {{WSDM} '21, The Fourteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event, Israel, March 8-12, 2021},
pages = {662--670},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437963.3441747},
doi = {10.1145/3437963.3441747},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WuHLLWCMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenXJGZLZ21,
author = {Jin Chen and
Ju Xu and
Gangwei Jiang and
Tiezheng Ge and
Zhiqiang Zhang and
Defu Lian and
Kai Zheng},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Automated Creative Optimization for E-Commerce Advertising},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2304--2313},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449909},
doi = {10.1145/3442381.3449909},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChenXJGZLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Wang0GLZ21,
author = {Shiyao Wang and
Qi Liu and
Tiezheng Ge and
Defu Lian and
Zhiqiang Zhang},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display
Advertising},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2324--2334},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449910},
doi = {10.1145/3442381.3449910},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/Wang0GLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WuLGYYZY21,
author = {Yongji Wu and
Defu Lian and
Neil Zhenqiang Gong and
Lu Yin and
Mingyang Yin and
Jingren Zhou and
Hongxia Yang},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1262--1273},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449946},
doi = {10.1145/3442381.3449946},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WuLGYYZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04033,
author = {Shiyao Wang and
Qi Liu and
Tiezheng Ge and
Defu Lian and
Zhiqiang Zhang},
title = {A Hybrid Bandit Model with Visual Priors for Creative Ranking in Display
Advertising},
journal = {CoRR},
volume = {abs/2102.04033},
year = {2021},
url = {https://arxiv.org/abs/2102.04033},
eprinttype = {arXiv},
eprint = {2102.04033},
timestamp = {Wed, 25 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00436,
author = {Jin Chen and
Ju Xu and
Gangwei Jiang and
Tiezheng Ge and
Zhiqiang Zhang and
Defu Lian and
Kai Zheng},
title = {Automated Creative Optimization for E-Commerce Advertising},
journal = {CoRR},
volume = {abs/2103.00436},
year = {2021},
url = {https://arxiv.org/abs/2103.00436},
eprinttype = {arXiv},
eprint = {2103.00436},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01453,
author = {Jin Chen and
Tiezheng Ge and
Gangwei Jiang and
Zhiqiang Zhang and
Defu Lian and
Kai Zheng},
title = {Efficient Optimal Selection for Composited Advertising Creatives with
Tree Structure},
journal = {CoRR},
volume = {abs/2103.01453},
year = {2021},
url = {https://arxiv.org/abs/2103.01453},
eprinttype = {arXiv},
eprint = {2103.01453},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07858,
author = {Shitao Xiao and
Zheng Liu and
Yingxia Shao and
Defu Lian and
Xing Xie},
title = {Search-oriented Differentiable Product Quantization},
journal = {CoRR},
volume = {abs/2104.07858},
year = {2021},
url = {https://arxiv.org/abs/2104.07858},
eprinttype = {arXiv},
eprint = {2104.07858},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10925,
author = {Junhan Yang and
Zheng Liu and
Bowen Jin and
Jianxun Lian and
Defu Lian and
Akshay Soni and
Eun Yong Kang and
Yajun Wang and
Guangzhong Sun and
Xing Xie},
title = {Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation
via Hybrid Transformer Encoding Networks},
journal = {CoRR},
volume = {abs/2104.10925},
year = {2021},
url = {https://arxiv.org/abs/2104.10925},
eprinttype = {arXiv},
eprint = {2104.10925},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02418,
author = {Ziniu Wu and
Peilun Yang and
Pei Yu and
Rong Zhu and
Yuxing Han and
Yaliang Li and
Defu Lian and
Kai Zeng and
Jingren Zhou},
title = {A Unified Transferable Model for ML-Enhanced {DBMS}},
journal = {CoRR},
volume = {abs/2105.02418},
year = {2021},
url = {https://arxiv.org/abs/2105.02418},
eprinttype = {arXiv},
eprint = {2105.02418},
timestamp = {Tue, 16 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02418.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02573,
author = {Jiannan Xiang and
Yahui Liu and
Deng Cai and
Huayang Li and
Defu Lian and
Lemao Liu},
title = {Assessing Dialogue Systems with Distribution Distances},
journal = {CoRR},
volume = {abs/2105.02573},
year = {2021},
url = {https://arxiv.org/abs/2105.02573},
eprinttype = {arXiv},
eprint = {2105.02573},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14060,
author = {Yongji Wu and
Lu Yin and
Defu Lian and
Mingyang Yin and
Neil Zhenqiang Gong and
Jingren Zhou and
Hongxia Yang},
title = {Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest
Attention},
journal = {CoRR},
volume = {abs/2105.14060},
year = {2021},
url = {https://arxiv.org/abs/2105.14060},
eprinttype = {arXiv},
eprint = {2105.14060},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14068,
author = {Yongji Wu and
Defu Lian and
Neil Zhenqiang Gong and
Lu Yin and
Mingyang Yin and
Jingren Zhou and
Hongxia Yang},
title = {Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation},
journal = {CoRR},
volume = {abs/2105.14068},
year = {2021},
url = {https://arxiv.org/abs/2105.14068},
eprinttype = {arXiv},
eprint = {2105.14068},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05773,
author = {Jin Chen and
Binbin Jin and
Xu Huang and
Defu Lian and
Kai Zheng and
Enhong Chen},
title = {Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative
Filtering},
journal = {CoRR},
volume = {abs/2109.05773},
year = {2021},
url = {https://arxiv.org/abs/2109.05773},
eprinttype = {arXiv},
eprint = {2109.05773},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14057,
author = {Huaxiu Yao and
Yu Wang and
Ying Wei and
Peilin Zhao and
Mehrdad Mahdavi and
Defu Lian and
Chelsea Finn},
title = {Meta-learning with an Adaptive Task Scheduler},
journal = {CoRR},
volume = {abs/2110.14057},
year = {2021},
url = {https://arxiv.org/abs/2110.14057},
eprinttype = {arXiv},
eprint = {2110.14057},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/XiongGTZL20,
author = {Yan Xiong and
Liang Guo and
Defu Tian and
Yang Zhang and
Chunlong Liu},
title = {Intelligent Optimization Strategy Based on Statistical Machine Learning
for Spacecraft Thermal Design},
journal = {{IEEE} Access},
volume = {8},
pages = {204268--204282},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3036548},
doi = {10.1109/ACCESS.2020.3036548},
timestamp = {Wed, 17 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/XiongGTZL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ChenLZ20,
author = {Jin Chen and
Defu Lian and
Kai Zheng},
title = {Collaborative Filtering With Ranking-Based Priors on Unknown Ratings},
journal = {{IEEE} Intell. Syst.},
volume = {35},
number = {5},
pages = {38--49},
year = {2020},
url = {https://doi.org/10.1109/MIS.2020.3000012},
doi = {10.1109/MIS.2020.3000012},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/ChenLZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/MaLJPLC20,
author = {Baodong Ma and
Xuexin Li and
Ziwei Jiang and
Ruiliang Pu and
Aiman Liang and
Defu Che},
title = {Dust Dispersion and Its Effect on Vegetation Spectra at Canopy and
Pixel Scales in an Open-Pit Mining Area},
journal = {Remote. Sens.},
volume = {12},
number = {22},
pages = {3759},
year = {2020},
url = {https://doi.org/10.3390/rs12223759},
doi = {10.3390/RS12223759},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/MaLJPLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ChenZWBYZLCZLT20,
author = {Xueli Chen and
Shouping Zhu and
Huiyuan Wang and
Cuiping Bao and
Defu Yang and
Chi Zhang and
Peng Li and
Jiaxin Cheng and
Yonghua Zhan and
Jimin Liang and
Jie Tian},
title = {Accelerated Stimulated Raman Projection Tomography by Sparse Reconstruction
From Sparse-View Data},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {67},
number = {5},
pages = {1293--1302},
year = {2020},
url = {https://doi.org/10.1109/TBME.2019.2935301},
doi = {10.1109/TBME.2019.2935301},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/ChenZWBYZLCZLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/00010LZ0020,
author = {Kai Zheng and
Yan Zhao and
Defu Lian and
Bolong Zheng and
Guanfeng Liu and
Xiaofang Zhou},
title = {Reference-Based Framework for Spatio-Temporal Trajectory Compression
and Query Processing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {11},
pages = {2227--2240},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2019.2914449},
doi = {10.1109/TKDE.2019.2914449},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/00010LZ0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LiangPLLCGYGBLL20,
author = {Wenxuan Liang and
Hyeon{-}Cheol Park and
Kaiyan Li and
Ang Li and
Defu Chen and
Honghua Guan and
Yuanlei Yue and
Yung{-}Tian A. Gau and
Dwight E. Bergles and
Ming{-}Jun Li and
Hui Lu and
Xingde Li},
title = {Throughput-Speed Product Augmentation for Scanning Fiber-Optic Two-Photon
Endomicroscopy},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {12},
pages = {3779--3787},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.3005067},
doi = {10.1109/TMI.2020.3005067},
timestamp = {Tue, 04 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LiangPLLCGYGBLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanHLC20,
author = {Zhen Pan and
Zhenya Huang and
Defu Lian and
Enhong Chen},
title = {A Variational Point Process Model for Social Event Sequences},
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 = {173--180},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5348},
doi = {10.1609/AAAI.V34I01.5348},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanHLC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuLXWC20,
author = {Yongji Wu and
Defu Lian and
Yiheng Xu and
Le Wu and
Enhong Chen},
title = {Graph Convolutional Networks with Markov Random Field Reasoning for
Social Spammer Detection},
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 = {1054--1061},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i01.5455},
doi = {10.1609/AAAI.V34I01.5455},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WuLXWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/JiangTLHC20,
author = {Jingang Jiang and
Shuo Tao and
Defu Lian and
Zhenya Huang and
Enhong Chen},
editor = {Xin Wang and
Rui Zhang and
Young{-}Koo Lee and
Le Sun and
Yang{-}Sae Moon},
title = {Predicting Human Mobility with Self-attention and Feature Interaction},
booktitle = {Web and Big Data - 4th International Joint Conference, APWeb-WAIM
2020, Tianjin, China, September 18-20, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12318},
pages = {117--131},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60290-1\_9},
doi = {10.1007/978-3-030-60290-1\_9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/apweb/JiangTLHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuLNX20,
author = {Chong Liu and
Defu Lian and
Min Nie and
Hu Xia},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Online Optimized Product Quantization},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {362--371},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00045},
doi = {10.1109/ICDM50108.2020.00045},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuLNX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangL0Q020,
author = {Hanchen Wang and
Defu Lian and
Ying Zhang and
Lu Qin and
Xuemin Lin},
editor = {Christian Bessiere},
title = {GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity
Interactions},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1317--1323},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/183},
doi = {10.24963/IJCAI.2020/183},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangL0Q020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZhuDZW20,
author = {Zhonghang Zhu and
Xin Ding and
Defu Zhang and
Liansheng Wang},
title = {Weakly-Supervised Balanced Attention Network for Gastric Pathology
Image Localization and Classification},
booktitle = {17th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2020, Iowa City, IA, USA, April 3-7, 2020},
pages = {1--4},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISBI45749.2020.9098567},
doi = {10.1109/ISBI45749.2020.9098567},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ZhuDZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LianWG0C20,
author = {Defu Lian and
Yongji Wu and
Yong Ge and
Xing Xie and
Enhong Chen},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Geography-Aware Sequential Location Recommendation},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2009--2019},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403252},
doi = {10.1145/3394486.3403252},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LianWG0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JinLL0M0C20,
author = {Binbin Jin and
Defu Lian and
Zheng Liu and
Qi Liu and
Jianhui Ma and
Xing Xie and
Enhong Chen},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Sampling-Decomposable Generative Adversarial Recommender},
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/ff42b03a06a1bed4e936f0e04958e168-Abstract.html},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JinLL0M0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiuLYL020,
author = {Zheng Liu and
Jianxun Lian and
Junhan Yang and
Defu Lian and
Xing Xie},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Octopus: Comprehensive and Elastic User Representation for the Generation
of Recommendation Candidates},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {289--298},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401088},
doi = {10.1145/3397271.3401088},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiuLYL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuYCLH020,
author = {Le Wu and
Yonghui Yang and
Lei Chen and
Defu Lian and
Richang Hong and
Meng Wang},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1211--1220},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401145},
doi = {10.1145/3397271.3401145},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigir/WuYCLH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Lian0C20,
author = {Defu Lian and
Qi Liu and
Enhong Chen},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Personalized Ranking with Importance Sampling},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1093--1103},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380187},
doi = {10.1145/3366423.3380187},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/Lian0C20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LianWLLC020,
author = {Defu Lian and
Haoyu Wang and
Zheng Liu and
Jianxun Lian and
Enhong Chen and
Xing Xie},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {LightRec: {A} Memory and Search-Efficient Recommender System},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {695--705},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380151},
doi = {10.1145/3366423.3380151},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/LianWLLC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11147,
author = {Hanchen Wang and
Defu Lian and
Ying Zhang and
Lu Qin and
Xiangjian He and
Yiguang Lin and
Xuemin Lin},
title = {Binarized Graph Neural Network},
journal = {CoRR},
volume = {abs/2004.11147},
year = {2020},
url = {https://arxiv.org/abs/2004.11147},
eprinttype = {arXiv},
eprint = {2004.11147},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05537,
author = {Hanchen Wang and
Defu Lian and
Ying Zhang and
Lu Qin and
Xuemin Lin},
title = {GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity
Interactions},
journal = {CoRR},
volume = {abs/2005.05537},
year = {2020},
url = {https://arxiv.org/abs/2005.05537},
eprinttype = {arXiv},
eprint = {2005.05537},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-05537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11724,
author = {Le Wu and
Yonghui Yang and
Lei Chen and
Defu Lian and
Richang Hong and
Meng Wang},
title = {Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation},
journal = {CoRR},
volume = {abs/2005.11724},
year = {2020},
url = {https://arxiv.org/abs/2005.11724},
eprinttype = {arXiv},
eprint = {2005.11724},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-11724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00944,
author = {Yan Zhang and
Ivor W. Tsang and
Hongzhi Yin and
Guowu Yang and
Defu Lian and
Jingjing Li},
title = {Deep Pairwise Hashing for Cold-start Recommendation},
journal = {CoRR},
volume = {abs/2011.00944},
year = {2020},
url = {https://arxiv.org/abs/2011.00944},
eprinttype = {arXiv},
eprint = {2011.00944},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00956,
author = {Binbin Jin and
Defu Lian and
Zheng Liu and
Qi Liu and
Jianhui Ma and
Xing Xie and
Enhong Chen},
title = {Sampling-Decomposable Generative Adversarial Recommender},
journal = {CoRR},
volume = {abs/2011.00956},
year = {2020},
url = {https://arxiv.org/abs/2011.00956},
eprinttype = {arXiv},
eprint = {2011.00956},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MaLLCC19,
author = {Baodong Ma and
Xuexin Li and
Aiman Liang and
Yuteng Chen and
Defu Che},
title = {Experimental and Numerical Investigation of Dustfall Effect on Remote
Sensing Retrieval Accuracy of Chlorophyll Content},
journal = {Sensors},
volume = {19},
number = {24},
pages = {5530},
year = {2019},
url = {https://doi.org/10.3390/s19245530},
doi = {10.3390/S19245530},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/MaLLCC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/YaoLCWZ19,
author = {Huaxiu Yao and
Defu Lian and
Yi Cao and
Yifan Wu and
Tao Zhou},
title = {Predicting Academic Performance for College Students: {A} Campus Behavior
Perspective},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {10},
number = {3},
pages = {24:1--24:21},
year = {2019},
url = {https://doi.org/10.1145/3299087},
doi = {10.1145/3299087},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/YaoLCWZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0008XLSLS019,
author = {Yan Zhao and
Jinfu Xia and
Guanfeng Liu and
Han Su and
Defu Lian and
Shuo Shang and
Kai Zheng},
title = {Preference-Aware Task Assignment in Spatial Crowdsourcing},
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 = {2629--2636},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33012629},
doi = {10.1609/AAAI.V33I01.33012629},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0008XLSLS019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenL019,
author = {Jin Chen and
Defu Lian and
Kai Zheng},
title = {Improving One-Class Collaborative Filtering via Ranking-Based Implicit
Regularizer},
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 = {37--44},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.330137},
doi = {10.1609/AAAI.V33I01.330137},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangSL19,
author = {Haoyu Wang and
Nan Shao and
Defu Lian},
title = {Adversarial Binary Collaborative Filtering for Implicit Feedback},
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 = {5248--5255},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015248},
doi = {10.1609/AAAI.V33I01.33015248},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/WangSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SivrikayaAL19,
author = {Fikret Sivrikaya and
Sahin Albayrak and
Defu Lian},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {International Workshop on Model Selection and Parameter Tuning in
Recommender Systems},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2999--3000},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358804},
doi = {10.1145/3357384.3358804},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SivrikayaAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangLG19,
author = {Haoyu Wang and
Defu Lian and
Yong Ge},
editor = {Sarit Kraus},
title = {Binarized Collaborative Filtering with Distilling Graph Convolutional
Network},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {4802--4808},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/667},
doi = {10.24963/IJCAI.2019/667},
timestamp = {Tue, 15 Oct 2024 16:43:28 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuLJC19,
author = {Yongji Wu and
Defu Lian and
Shuowei Jin and
Enhong Chen},
editor = {Sarit Kraus},
title = {Graph Convolutional Networks on User Mobility Heterogeneous Graphs
for Social Relationship Inference},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3898--3904},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/541},
doi = {10.24963/IJCAI.2019/541},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WuLJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangXLLCDWS19,
author = {Hao Wang and
Tong Xu and
Qi Liu and
Defu Lian and
Enhong Chen and
Dongfang Du and
Han Wu and
Wen Su},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {{MCNE:} An End-to-End Framework for Learning Multiple Conditional
Network Representations of Social Network},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1064--1072},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330931},
doi = {10.1145/3292500.3330931},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangXLLCDWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06726,
author = {Huaxiu Yao and
Defu Lian and
Yi Cao and
Yifan Wu and
Tao Zhou},
title = {Predicting Academic Performance for College Students: {A} Campus Behavior
Perspective},
journal = {CoRR},
volume = {abs/1903.06726},
year = {2019},
url = {http://arxiv.org/abs/1903.06726},
eprinttype = {arXiv},
eprint = {1903.06726},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-11013,
author = {Hao Wang and
Tong Xu and
Qi Liu and
Defu Lian and
Enhong Chen and
Dongfang Du and
Han Wu and
Wen Su},
title = {{MCNE:} An End-to-End Framework for Learning Multiple Conditional
Network Representations of Social Network},
journal = {CoRR},
volume = {abs/1905.11013},
year = {2019},
url = {http://arxiv.org/abs/1905.11013},
eprinttype = {arXiv},
eprint = {1905.11013},
timestamp = {Thu, 28 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-11013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01829,
author = {Haoyu Wang and
Defu Lian and
Yong Ge},
title = {Binarized Collaborative Filtering with Distilling Graph Convolutional
Networks},
journal = {CoRR},
volume = {abs/1906.01829},
year = {2019},
url = {http://arxiv.org/abs/1906.01829},
eprinttype = {arXiv},
eprint = {1906.01829},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01829.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06323,
author = {Zheng Liu and
Yu Xing and
Jianxun Lian and
Defu Lian and
Ziyao Li and
Xing Xie},
title = {A Novel User Representation Paradigm for Making Personalized Candidate
Retrieval},
journal = {CoRR},
volume = {abs/1907.06323},
year = {2019},
url = {http://arxiv.org/abs/1907.06323},
eprinttype = {arXiv},
eprint = {1907.06323},
timestamp = {Fri, 21 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/NieYSSXLY18,
author = {Min Nie and
Lei Yang and
Jun Sun and
Han Su and
Hu Xia and
Defu Lian and
Kai Yan},
title = {Advanced forecasting of career choices for college students based
on campus big data},
journal = {Frontiers Comput. Sci.},
volume = {12},
number = {3},
pages = {494--503},
year = {2018},
url = {https://doi.org/10.1007/s11704-017-6498-6},
doi = {10.1007/S11704-017-6498-6},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/NieYSSXLY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/LianL18,
author = {Defu Lian and
Qi Liu},
title = {Jointly Recommending Library Books and Predicting Academic Performance:
{A} Mutual Reinforcement Perspective},
journal = {J. Comput. Sci. Technol.},
volume = {33},
number = {4},
pages = {654--667},
year = {2018},
url = {https://doi.org/10.1007/s11390-018-1847-y},
doi = {10.1007/S11390-018-1847-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/LianL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/YangWCYHLC18,
author = {Defu Yang and
Lin Wang and
Dongmei Chen and
Chenggang Yan and
Xiaowei He and
Jimin Liang and
Xueli Chen},
title = {Filtered maximum likelihood expectation maximization based global
reconstruction for bioluminescence tomography},
journal = {Medical Biol. Eng. Comput.},
volume = {56},
number = {11},
pages = {2067--2081},
year = {2018},
url = {https://doi.org/10.1007/s11517-018-1842-z},
doi = {10.1007/S11517-018-1842-Z},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/YangWCYHLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/CheLLM18,
author = {Defu Che and
Aiman Liang and
Xuexin Li and
Baodong Ma},
title = {Remote Sensing Assessment of Safety Risk of Iron Tailings Pond Based
on Runoff Coefficient},
journal = {Sensors},
volume = {18},
number = {12},
pages = {4373},
year = {2018},
url = {https://doi.org/10.3390/s18124373},
doi = {10.3390/S18124373},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/CheLLM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LianGZY0ZR18,
author = {Defu Lian and
Yong Ge and
Fuzheng Zhang and
Nicholas Jing Yuan and
Xing Xie and
Tao Zhou and
Yong Rui},
title = {Scalable Content-Aware Collaborative Filtering for Location Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1122--1135},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2789445},
doi = {10.1109/TKDE.2018.2789445},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LianGZY0ZR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/LianZGCCX18,
author = {Defu Lian and
Kai Zheng and
Yong Ge and
Longbing Cao and
Enhong Chen and
Xing Xie},
title = {GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling
and Matrix Factorization},
journal = {{ACM} Trans. Inf. Syst.},
volume = {36},
number = {3},
pages = {33:1--33:29},
year = {2018},
url = {https://doi.org/10.1145/3182166},
doi = {10.1145/3182166},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tois/LianZGCCX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PangCCLL18,
author = {Guansong Pang and
Longbing Cao and
Ling Chen and
Defu Lian and
Huan Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier
Detection in High-Dimensional Numeric Data},
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 = {3892--3899},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11692},
doi = {10.1609/AAAI.V32I1.11692},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PangCCLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangHCHL018,
author = {Shoujin Wang and
Liang Hu and
Longbing Cao and
Xiaoshui Huang and
Defu Lian and
Wei Liu},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Attention-Based Transactional Context Embedding for Next-Item Recommendation},
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 = {2532--2539},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11851},
doi = {10.1609/AAAI.V32I1.11851},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangHCHL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/ZhuLHCLSH18,
author = {Tianyu Zhu and
Qi Liu and
Zhenya Huang and
Enhong Chen and
Defu Lian and
Yu Su and
Guoping Hu},
editor = {Jian Pei and
Yannis Manolopoulos and
Shazia W. Sadiq and
Jianxin Li},
title = {{MT-MCD:} {A} Multi-task Cognitive Diagnosis Framework for Student
Assessment},
booktitle = {Database Systems for Advanced Applications - 23rd International Conference,
{DASFAA} 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10828},
pages = {318--335},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-91458-9\_19},
doi = {10.1007/978-3-319-91458-9\_19},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/ZhuLHCLSH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YangP00LZ18,
author = {Hong Yang and
Shirui Pan and
Peng Zhang and
Ling Chen and
Defu Lian and
Chengqi Zhang},
title = {Binarized attributed network embedding},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1476--1481},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.8626170},
doi = {10.1109/ICDM.2018.8626170},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YangP00LZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Lian0ZGCT018,
author = {Defu Lian and
Kai Zheng and
Vincent W. Zheng and
Yong Ge and
Longbing Cao and
Ivor W. Tsang and
Xing Xie},
editor = {Yike Guo and
Faisal Farooq},
title = {High-order Proximity Preserving Information Network Hashing},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1744--1753},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220034},
doi = {10.1145/3219819.3220034},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Lian0ZGCT018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYHLWH18,
author = {Qinyong Wang and
Hongzhi Yin and
Zhiting Hu and
Defu Lian and
Hao Wang and
Zi Huang},
editor = {Yike Guo and
Faisal Farooq},
title = {Neural Memory Streaming Recommender Networks with Adversarial Training},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2467--2475},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220004},
doi = {10.1145/3219819.3220004},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangYHLWH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangWLTYY18,
author = {Yan Zhang and
Haoyu Wang and
Defu Lian and
Ivor W. Tsang and
Hongzhi Yin and
Guowu Yang},
editor = {Yike Guo and
Faisal Farooq},
title = {Discrete Ranking-based Matrix Factorization with Self-Paced Learning},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2758--2767},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3220116},
doi = {10.1145/3219819.3220116},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangWLTYY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/MuddaLGL018,
author = {Steven Mudda and
Defu Lian and
Silvia Giordano and
Danyang Liu and
Xing Xie},
editor = {Guojun Wang and
Qi Han and
Md. Zakirul Alam Bhuiyan and
Xiaoxing Ma and
Fr{\'{e}}d{\'{e}}ric Loulergue and
Peng Li and
Manuel Roveri and
Lei Chen},
title = {Spatial-Aware Deep Recommender System},
booktitle = {2018 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2018, Guangzhou,
China, October 8-12, 2018},
pages = {983--990},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SmartWorld.2018.00174},
doi = {10.1109/SMARTWORLD.2018.00174},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/MuddaLGL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhangYHDYL18,
author = {Yan Zhang and
Hongzhi Yin and
Zi Huang and
Xingzhong Du and
Guowu Yang and
Defu Lian},
editor = {Yi Chang and
Chengxiang Zhai and
Yan Liu and
Yoelle Maarek},
title = {Discrete Deep Learning for Fast Content-Aware Recommendation},
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 = {717--726},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3159652.3159688},
doi = {10.1145/3159652.3159688},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ZhangYHDYL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/js/MaoXCCLSL17,
author = {Yachun Mao and
Dong Xiao and
Jinfu Cheng and
Defu Che and
Ba Tuan Le and
Liang Song and
Xiaobo Liu},
title = {Multigrades Classification Model of Magnesite Ore Based on {SAE} and
{ELM}},
journal = {J. Sensors},
volume = {2017},
pages = {9846181:1--9846181:9},
year = {2017},
url = {https://doi.org/10.1155/2017/9846181},
doi = {10.1155/2017/9846181},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/js/MaoXCCLSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLY17,
author = {Yan Zhang and
Defu Lian and
Guowu Yang},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Discrete Personalized Ranking for Fast Collaborative Filtering from
Implicit Feedback},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {1669--1675},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10764},
doi = {10.1609/AAAI.V31I1.10764},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangLY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/SuCLNZHL17,
author = {Han Su and
Wei Chen and
Rong Liu and
Min Nie and
Bolong Zheng and
Zehao Huang and
Defu Lian},
editor = {K. Sel{\c{c}}uk Candan and
Lei Chen and
Torben Bach Pedersen and
Lijun Chang and
Wen Hua},
title = {GPS-Simulated Trajectory Detection},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference,
{DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10178},
pages = {581--593},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55699-4\_36},
doi = {10.1007/978-3-319-55699-4\_36},
timestamp = {Sat, 27 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/SuCLNZHL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/YaoNSXL17,
author = {Huaxiu Yao and
Min Nie and
Han Su and
Hu Xia and
Defu Lian},
editor = {K. Sel{\c{c}}uk Candan and
Lei Chen and
Torben Bach Pedersen and
Lijun Chang and
Wen Hua},
title = {Predicting Academic Performance via Semi-supervised Learning with
Constructed Campus Social Network},
booktitle = {Database Systems for Advanced Applications - 22nd International Conference,
{DASFAA} 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {10178},
pages = {597--609},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-55699-4\_37},
doi = {10.1007/978-3-319-55699-4\_37},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/YaoNSXL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiGLL17,
author = {Huayu Li and
Yong Ge and
Defu Lian and
Hao Liu},
editor = {Carles Sierra},
title = {Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest
Recommendation: {A} Unified Approach},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2117--2123},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/294},
doi = {10.24963/IJCAI.2017/294},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/LiGLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LianLG00C17,
author = {Defu Lian and
Rui Liu and
Yong Ge and
Kai Zheng and
Xing Xie and
Longbing Cao},
title = {Discrete Content-aware Matrix Factorization},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {325--334},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098008},
doi = {10.1145/3097983.3098008},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LianLG00C17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/ZhangL017,
author = {Fuzheng Zhang and
Defu Lian and
Xing Xie},
editor = {Xuanjing Huang and
Jing Jiang and
Dongyan Zhao and
Yansong Feng and
Yu Hong},
title = {Overview of the {NLPCC-ICCPOL} 2017 Shared Task: Social Media User
Modeling},
booktitle = {Natural Language Processing and Chinese Computing - 6th {CCF} International
Conference, {NLPCC} 2017, Dalian, China, November 8-12, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10619},
pages = {937--941},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-73618-1\_83},
doi = {10.1007/978-3-319-73618-1\_83},
timestamp = {Tue, 17 Sep 2024 08:11:20 +0200},
biburl = {https://dblp.org/rec/conf/nlpcc/ZhangL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/gis/LianY17,
author = {Defu Lian and
Nicholas Jing Yuan},
editor = {Shashi Shekhar and
Hui Xiong and
Xun Zhou},
title = {Mobile Check-In Recommendation},
booktitle = {Encyclopedia of {GIS}},
pages = {1235--1244},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-17885-1\_1520},
doi = {10.1007/978-3-319-17885-1\_1520},
timestamp = {Fri, 03 Apr 2020 17:07:19 +0200},
biburl = {https://dblp.org/rec/reference/gis/LianY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/ChenYSCL16,
author = {Xueli Chen and
Defu Yang and
Fangfang Sun and
Xu Cao and
Jimin Liang},
title = {Adaptively Alternative Light-Transport-Model-Based Three-Dimensional
Optical Imaging for Longitudinal and Quantitative Monitoring of Gastric
Cancer in Live Animal},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {63},
number = {10},
pages = {2095--2107},
year = {2016},
url = {https://doi.org/10.1109/TBME.2015.2510369},
doi = {10.1109/TBME.2015.2510369},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/ChenYSCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/NieYDXXL16,
author = {Min Nie and
Lei Yang and
Bin Ding and
Hu Xia and
Huachun Xu and
Defu Lian},
editor = {Feifei Li and
Kyuseok Shim and
Kai Zheng and
Guanfeng Liu},
title = {Forecasting Career Choice for College Students Based on Campus Big
Data},
booktitle = {Web Technologies and Applications - 18th Asia-Pacific Web Conference,
APWeb 2016, Suzhou, China, September 23-25, 2016. Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {9931},
pages = {359--370},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45814-4\_29},
doi = {10.1007/978-3-319-45814-4\_29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apweb/NieYDXXL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZhangYLWW16,
author = {Yan Zhang and
Guowu Yang and
Defu Lian and
Hong Wen and
Jinsong Wu},
title = {Constraint Free Preference Preserving Hashing for Fast Recommendation},
booktitle = {2016 {IEEE} Global Communications Conference, {GLOBECOM} 2016, Washington,
DC, USA, December 4-8, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GLOCOM.2016.7841687},
doi = {10.1109/GLOCOM.2016.7841687},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/ZhangYLWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LianYZLXX16,
author = {Defu Lian and
Yuyang Ye and
Wenya Zhu and
Qi Liu and
Xing Xie and
Hui Xiong},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Mutual Reinforcement of Academic Performance Prediction and Library
Book Recommendation},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1023--1028},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0130},
doi = {10.1109/ICDM.2016.0130},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LianYZLXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LianZGZYX16,
author = {Defu Lian and
Zhenyu Zhang and
Yong Ge and
Fuzheng Zhang and
Nicholas Jing Yuan and
Xing Xie},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Regularized Content-Aware Tensor Factorization Meets Temporal-Aware
Location Recommendation},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1029--1034},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0131},
doi = {10.1109/ICDM.2016.0131},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LianZGZYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiHLWWG16,
author = {Huayu Li and
Richang Hong and
Defu Lian and
Zhiang Wu and
Meng Wang and
Yong Ge},
editor = {Subbarao Kambhampati},
title = {A Relaxed Ranking-Based Factor Model for Recommender System from Implicit
Feedback},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1683--1689},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/241},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiHLWWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LianGYXX16,
author = {Defu Lian and
Yong Ge and
Nicholas Jing Yuan and
Xing Xie and
Hui Xiong},
editor = {Subbarao Kambhampati},
title = {Sparse Bayesian Content-Aware Collaborative Filtering for Implicit
Feedback},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1732--1738},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/248},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LianGYXX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangYLXM16,
author = {Fuzheng Zhang and
Nicholas Jing Yuan and
Defu Lian and
Xing Xie and
Wei{-}Ying Ma},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Collaborative Knowledge Base Embedding for Recommender Systems},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {353--362},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939673},
doi = {10.1145/2939672.2939673},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ZhangYLXM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangYZLXR16,
author = {Fuzheng Zhang and
Nicholas Jing Yuan and
Kai Zheng and
Defu Lian and
Xing Xie and
Yong Rui},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Exploiting Dining Preference for Restaurant Recommendation},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11 - 15, 2016},
pages = {725--735},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872427.2882995},
doi = {10.1145/2872427.2882995},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangYZLXR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FuXRLSC16,
author = {Hao Fu and
Xing Xie and
Yong Rui and
Defu Lian and
Guangzhong Sun and
Enhong Chen},
title = {Predicting Social Status via Social Networks: {A} Case Study on University,
Occupation, and Region},
journal = {CoRR},
volume = {abs/1604.02694},
year = {2016},
url = {http://arxiv.org/abs/1604.02694},
eprinttype = {arXiv},
eprint = {1604.02694},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FuXRLSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/LianXZYZR15,
author = {Defu Lian and
Xing Xie and
Fuzheng Zhang and
Nicholas Jing Yuan and
Tao Zhou and
Yong Rui},
title = {Mining Location-based Social Networks: {A} Predictive Perspective},
journal = {{IEEE} Data Eng. Bull.},
volume = {38},
number = {2},
pages = {35--46},
year = {2015},
url = {http://sites.computer.org/debull/A15june/p35.pdf},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/LianXZYZR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/YangCCWLT15,
author = {Defu Yang and
Xueli Chen and
Xu Cao and
Jing Wang and
Jimin Liang and
Jie Tian},
title = {Performance investigation of {SP3} and diffusion approximation for
three-dimensional whole-body optical imaging of small animals},
journal = {Medical Biol. Eng. Comput.},
volume = {53},
number = {9},
pages = {805--814},
year = {2015},
url = {https://doi.org/10.1007/s11517-015-1293-8},
doi = {10.1007/S11517-015-1293-8},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mbec/YangCCWLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigspatial/BaoLZY15,
author = {Jie Bao and
Defu Lian and
Fuzheng Zhang and
Nicholas Jing Yuan},
title = {Geo-social media data analytic for user modeling and location-based
services},
journal = {{ACM} {SIGSPATIAL} Special},
volume = {7},
number = {3},
pages = {11--18},
year = {2015},
url = {https://doi.org/10.1145/2876480.2876484},
doi = {10.1145/2876480.2876484},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigspatial/BaoLZY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/ZhangYZLXR15,
author = {Fuzheng Zhang and
Nicholas Jing Yuan and
Kai Zheng and
Defu Lian and
Xing Xie and
Yong Rui},
editor = {Kenji Mase and
Marc Langheinrich and
Daniel Gatica{-}Perez and
Hans Gellersen and
Tanzeem Choudhury and
Koji Yatani},
title = {Mining consumer impulsivity from offline and online behavior},
booktitle = {Proceedings of the 2015 {ACM} International Joint Conference on Pervasive
and Ubiquitous Computing, UbiComp 2015, Osaka, Japan, September 7-11,
2015},
pages = {1281--1292},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2750858.2805828},
doi = {10.1145/2750858.2805828},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/huc/ZhangYZLXR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiLXS15,
author = {Xianming Li and
Defu Lian and
Xing Xie and
Guangzhong Sun},
title = {Lifting the Predictability of Human Mobility on Activity Trajectories},
booktitle = {{IEEE} International Conference on Data Mining Workshop, {ICDMW} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1063--1069},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDMW.2015.164},
doi = {10.1109/ICDMW.2015.164},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiLXS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LianGZYXZR15,
author = {Defu Lian and
Yong Ge and
Fuzheng Zhang and
Nicholas Jing Yuan and
Xing Xie and
Tao Zhou and
Yong Rui},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Content-Aware Collaborative Filtering for Location Recommendation
Based on Human Mobility Data},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {261--270},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.69},
doi = {10.1109/ICDM.2015.69},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LianGZYXZR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYLXXCR15,
author = {Yingzi Wang and
Nicholas Jing Yuan and
Defu Lian and
Linli Xu and
Xing Xie and
Enhong Chen and
Yong Rui},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Regularity and Conformity: Location Prediction Using Heterogeneous
Mobility Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1275--1284},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783350},
doi = {10.1145/2783258.2783350},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangYLXXCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LianX14,
author = {Defu Lian and
Xing Xie},
title = {Mining Check-In History for Personalized Location Naming},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {5},
number = {2},
pages = {32:1--32:25},
year = {2014},
url = {https://doi.org/10.1145/2490890},
doi = {10.1145/2490890},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/LianX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LianZXSCR14,
author = {Defu Lian and
Cong Zhao and
Xing Xie and
Guangzhong Sun and
Enhong Chen and
Yong Rui},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {GeoMF: joint geographical modeling and matrix factorization for point-of-interest
recommendation},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {831--840},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623638},
doi = {10.1145/2623330.2623638},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LianZXSCR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LianZXC14,
author = {Defu Lian and
Yin Zhu and
Xing Xie and
Enhong Chen},
editor = {Vincent S. Tseng and
Tu Bao Ho and
Zhi{-}Hua Zhou and
Arbee L. P. Chen and
Hung{-}Yu Kao},
title = {Analyzing Location Predictability on Location-Based Social Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia
Conference, {PAKDD} 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8443},
pages = {102--113},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06608-0\_9},
doi = {10.1007/978-3-319-06608-0\_9},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LianZXC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangYLX14,
author = {Fuzheng Zhang and
Nicholas Jing Yuan and
Defu Lian and
Xing Xie},
editor = {Chin{-}Wan Chung and
Andrei Z. Broder and
Kyuseok Shim and
Torsten Suel},
title = {Mining novelty-seeking trait across heterogeneous domains},
booktitle = {23rd International World Wide Web Conference, {WWW} '14, Seoul, Republic
of Korea, April 7-11, 2014},
pages = {373--384},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2566486.2567976},
doi = {10.1145/2566486.2567976},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ZhangYLX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YangLYXRZ14,
author = {Zimo Yang and
Defu Lian and
Nicholas Jing Yuan and
Xing Xie and
Yong Rui and
Tao Zhou},
title = {Indigenization of Urban Mobility},
journal = {CoRR},
volume = {abs/1405.7769},
year = {2014},
url = {http://arxiv.org/abs/1405.7769},
eprinttype = {arXiv},
eprint = {1405.7769},
timestamp = {Thu, 29 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YangLYXRZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cosn/YuanZLZYX13,
author = {Nicholas Jing Yuan and
Fuzheng Zhang and
Defu Lian and
Kai Zheng and
Siyu Yu and
Xing Xie},
editor = {S. Muthu Muthukrishnan and
Amr El Abbadi and
Balachander Krishnamurthy},
title = {We know how you live: exploring the spectrum of urban lifestyles},
booktitle = {Conference on Online Social Networks, COSN'13, Boston, MA, USA, October
7-8, 2013},
pages = {3--14},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2512938.2512945},
doi = {10.1145/2512938.2512945},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cosn/YuanZLZYX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/LianZX13,
author = {Defu Lian and
Vincent Wenchen Zheng and
Xing Xie},
editor = {Leslie Carr and
Alberto H. F. Laender and
Bernadette Farias L{\'{o}}scio and
Irwin King and
Marcus Fontoura and
Denny Vrandecic and
Lora Aroyo and
Jos{\'{e}} Palazzo M. de Oliveira and
Fernanda Lima and
Erik Wilde},
title = {Collaborative filtering meets next check-in location prediction},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013, Companion Volume},
pages = {231--232},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487788.2487907},
doi = {10.1145/2487788.2487907},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/LianZX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/YuanSLLC12,
author = {Jing Yuan and
Guangzhong Sun and
Tao Luo and
Defu Lian and
Guoliang Chen},
title = {Efficient processing of top-k queries: selective {NRA} algorithms},
journal = {J. Intell. Inf. Syst.},
volume = {39},
number = {3},
pages = {687--710},
year = {2012},
url = {https://doi.org/10.1007/s10844-012-0208-5},
doi = {10.1007/S10844-012-0208-5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jiis/YuanSLLC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LianX11,
author = {Defu Lian and
Xing Xie},
editor = {Isabel F. Cruz and
Divyakant Agrawal and
Christian S. Jensen and
Eyal Ofek and
Egemen Tanin},
title = {Learning location naming from user check-in histories},
booktitle = {19th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
Information Systems, {ACM-GIS} 2011, November 1-4, 2011, Chicago,
IL, USA, Proceedings},
pages = {112--121},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2093973.2093990},
doi = {10.1145/2093973.2093990},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gis/LianX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LianX11a,
author = {Defu Lian and
Xing Xie},
editor = {Christian S. Jensen and
Wang{-}Chien Lee and
Yu Zheng and
Mohamed F. Mokbel},
title = {Collaborative activity recognition via check-in history},
booktitle = {Proceedings of the 2011 International Workshop on Location Based Social
Networks, {LBSN} 2011, November 1, 2011, Chicago, IL, USA, Proceedings},
pages = {45--48},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063212.2063230},
doi = {10.1145/2063212.2063230},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/gis/LianX11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/CaiWL94,
author = {Defu Cai and
Xiangwen Wang and
Huiying Liang},
title = {Several Key Problems in Model-Based Image Sequence Compression by
Using Interframe AUs Correlation},
booktitle = {Proceedings 1994 International Conference on Image Processing, Austin,
Texas, USA, November 13-16, 1994},
pages = {409--413},
publisher = {{IEEE} Computer Society},
year = {1994},
url = {https://doi.org/10.1109/ICIP.1994.413602},
doi = {10.1109/ICIP.1994.413602},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/CaiWL94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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