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ORCIDBibTeX records: Adams Wei Yu
@article{DBLP:journals/ijon/PhamDGKLYYCLWTL23,
author = {Hieu Pham and
Zihang Dai and
Golnaz Ghiasi and
Kenji Kawaguchi and
Hanxiao Liu and
Adams Wei Yu and
Jiahui Yu and
Yi{-}Ting Chen and
Minh{-}Thang Luong and
Yonghui Wu and
Mingxing Tan and
Quoc V. Le},
title = {Combined scaling for zero-shot transfer learning},
journal = {Neurocomputing},
volume = {555},
pages = {126658},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.126658},
doi = {10.1016/J.NEUCOM.2023.126658},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/PhamDGKLYYCLWTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Xie0DDLLLL0Y23,
author = {Sang Michael Xie and
Hieu Pham and
Xuanyi Dong and
Nan Du and
Hanxiao Liu and
Yifeng Lu and
Percy Liang and
Quoc V. Le and
Tengyu Ma and
Adams Wei Yu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining},
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/dcba6be91359358c2355cd920da3fcbd-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Xie0DDLLLL0Y23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10429,
author = {Sang Michael Xie and
Hieu Pham and
Xuanyi Dong and
Nan Du and
Hanxiao Liu and
Yifeng Lu and
Percy Liang and
Quoc V. Le and
Tengyu Ma and
Adams Wei Yu},
title = {DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining},
journal = {CoRR},
volume = {abs/2305.10429},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10429},
doi = {10.48550/ARXIV.2305.10429},
eprinttype = {arXiv},
eprint = {2305.10429},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01798,
author = {Jie Huang and
Xinyun Chen and
Swaroop Mishra and
Huaixiu Steven Zheng and
Adams Wei Yu and
Xinying Song and
Denny Zhou},
title = {Large Language Models Cannot Self-Correct Reasoning Yet},
journal = {CoRR},
volume = {abs/2310.01798},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01798},
doi = {10.48550/ARXIV.2310.01798},
eprinttype = {arXiv},
eprint = {2310.01798},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiYMCNPSLZLYT22,
author = {Yingwei Li and
Adams Wei Yu and
Tianjian Meng and
Benjamin Caine and
Jiquan Ngiam and
Daiyi Peng and
Junyang Shen and
Yifeng Lu and
Denny Zhou and
Quoc V. Le and
Alan L. Yuille and
Mingxing Tan},
title = {DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {17161--17170},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01667},
doi = {10.1109/CVPR52688.2022.01667},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiYMCNPSLZLYT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangYYDT022,
author = {Zirui Wang and
Jiahui Yu and
Adams Wei Yu and
Zihang Dai and
Yulia Tsvetkov and
Yuan Cao},
title = {SimVLM: Simple Visual Language Model Pretraining with Weak Supervision},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=GUrhfTuf\_3},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangYYDT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiBZGYLDDL22,
author = {Jason Wei and
Maarten Bosma and
Vincent Y. Zhao and
Kelvin Guu and
Adams Wei Yu and
Brian Lester and
Nan Du and
Andrew M. Dai and
Quoc V. Le},
title = {Finetuned Language Models are Zero-Shot Learners},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=gEZrGCozdqR},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiBZGYLDDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DuHDTLXKZYFZFBZ22,
author = {Nan Du and
Yanping Huang and
Andrew M. Dai and
Simon Tong and
Dmitry Lepikhin and
Yuanzhong Xu and
Maxim Krikun and
Yanqi Zhou and
Adams Wei Yu and
Orhan Firat and
Barret Zoph and
Liam Fedus and
Maarten P. Bosma and
Zongwei Zhou and
Tao Wang and
Yu Emma Wang and
Kellie Webster and
Marie Pellat and
Kevin Robinson and
Kathleen S. Meier{-}Hellstern and
Toju Duke and
Lucas Dixon and
Kun Zhang and
Quoc V. Le and
Yonghui Wu and
Zhifeng Chen and
Claire Cui},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {GLaM: Efficient Scaling of Language Models with Mixture-of-Experts},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {5547--5569},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/du22c.html},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DuHDTLXKZYFZFBZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunDY22,
author = {Ruoxi Sun and
Hanjun Dai and
Adams Wei Yu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Does {GNN} Pretraining Help Molecular Representation?},
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/4ec360efb3f52643ac43fda570ec0118-Abstract-Conference.html},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunDY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08195,
author = {Yingwei Li and
Adams Wei Yu and
Tianjian Meng and
Benjamin Caine and
Jiquan Ngiam and
Daiyi Peng and
Junyang Shen and
Bo Wu and
Yifeng Lu and
Denny Zhou and
Quoc V. Le and
Alan L. Yuille and
Mingxing Tan},
title = {DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection},
journal = {CoRR},
volume = {abs/2203.08195},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08195},
doi = {10.48550/ARXIV.2203.08195},
eprinttype = {arXiv},
eprint = {2203.08195},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06010,
author = {Ruoxi Sun and
Hanjun Dai and
Adams Wei Yu},
title = {Does {GNN} Pretraining Help Molecular Representation?},
journal = {CoRR},
volume = {abs/2207.06010},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06010},
doi = {10.48550/ARXIV.2207.06010},
eprinttype = {arXiv},
eprint = {2207.06010},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10904,
author = {Zirui Wang and
Jiahui Yu and
Adams Wei Yu and
Zihang Dai and
Yulia Tsvetkov and
Yuan Cao},
title = {SimVLM: Simple Visual Language Model Pretraining with Weak Supervision},
journal = {CoRR},
volume = {abs/2108.10904},
year = {2021},
url = {https://arxiv.org/abs/2108.10904},
eprinttype = {arXiv},
eprint = {2108.10904},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10904.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01652,
author = {Jason Wei and
Maarten Bosma and
Vincent Y. Zhao and
Kelvin Guu and
Adams Wei Yu and
Brian Lester and
Nan Du and
Andrew M. Dai and
Quoc V. Le},
title = {Finetuned Language Models Are Zero-Shot Learners},
journal = {CoRR},
volume = {abs/2109.01652},
year = {2021},
url = {https://arxiv.org/abs/2109.01652},
eprinttype = {arXiv},
eprint = {2109.01652},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09193,
author = {Zirui Wang and
Adams Wei Yu and
Orhan Firat and
Yuan Cao},
title = {Towards Zero-Label Language Learning},
journal = {CoRR},
volume = {abs/2109.09193},
year = {2021},
url = {https://arxiv.org/abs/2109.09193},
eprinttype = {arXiv},
eprint = {2109.09193},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09193.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-10050,
author = {Hieu Pham and
Zihang Dai and
Golnaz Ghiasi and
Hanxiao Liu and
Adams Wei Yu and
Minh{-}Thang Luong and
Mingxing Tan and
Quoc V. Le},
title = {Combined Scaling for Zero-shot Transfer Learning},
journal = {CoRR},
volume = {abs/2111.10050},
year = {2021},
url = {https://arxiv.org/abs/2111.10050},
eprinttype = {arXiv},
eprint = {2111.10050},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-10050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06905,
author = {Nan Du and
Yanping Huang and
Andrew M. Dai and
Simon Tong and
Dmitry Lepikhin and
Yuanzhong Xu and
Maxim Krikun and
Yanqi Zhou and
Adams Wei Yu and
Orhan Firat and
Barret Zoph and
Liam Fedus and
Maarten Bosma and
Zongwei Zhou and
Tao Wang and
Yu Emma Wang and
Kellie Webster and
Marie Pellat and
Kevin Robinson and
Kathy Meier{-}Hellstern and
Toju Duke and
Lucas Dixon and
Kun Zhang and
Quoc V. Le and
Yonghui Wu and
Zhifeng Chen and
Claire Cui},
title = {GLaM: Efficient Scaling of Language Models with Mixture-of-Experts},
journal = {CoRR},
volume = {abs/2112.06905},
year = {2021},
url = {https://arxiv.org/abs/2112.06905},
eprinttype = {arXiv},
eprint = {2112.06905},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Yu20a,
author = {Adams Wei Yu},
title = {Effective and Efficient Learning at Scale},
school = {Carnegie Mellon University, {USA}},
year = {2020},
url = {https://doi.org/10.1184/r1/11898309.v1},
doi = {10.1184/R1/11898309.V1},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Yu20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChenLYZSL20,
author = {Xinyun Chen and
Chen Liang and
Adams Wei Yu and
Denny Zhou and
Dawn Song and
Quoc V. Le},
title = {Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic
Representations for Reading Comprehension},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=ryxjnREFwH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChenLYZSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLYSZ20,
author = {Xinyun Chen and
Chen Liang and
Adams Wei Yu and
Dawn Song and
Denny Zhou},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Compositional Generalization via Neural-Symbolic Stack Machines},
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/12b1e42dc0746f22cf361267de07073f-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenLYSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03656,
author = {Xuanyi Dong and
Mingxing Tan and
Adams Wei Yu and
Daiyi Peng and
Bogdan Gabrys and
Quoc V. Le},
title = {AutoHAS: Differentiable Hyper-parameter and Architecture Search},
journal = {CoRR},
volume = {abs/2006.03656},
year = {2020},
url = {https://arxiv.org/abs/2006.03656},
eprinttype = {arXiv},
eprint = {2006.03656},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06662,
author = {Xinyun Chen and
Chen Liang and
Adams Wei Yu and
Dawn Song and
Denny Zhou},
title = {Compositional Generalization via Neural-Symbolic Stack Machines},
journal = {CoRR},
volume = {abs/2008.06662},
year = {2020},
url = {https://arxiv.org/abs/2008.06662},
eprinttype = {arXiv},
eprint = {2008.06662},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/XiaoYLC19,
author = {Lin Xiao and
Adams Wei Yu and
Qihang Lin and
Weizhu Chen},
title = {{DSCOVR:} Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous
Distributed Optimization},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {43:1--43:58},
year = {2019},
url = {http://jmlr.org/papers/v20/17-608.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/XiaoYLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HuangLLYWL18,
author = {Lei Huang and
Xianglong Liu and
Bo Lang and
Adams Wei Yu and
Yongliang Wang and
Bo Li},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Orthogonal Weight Normalization: Solution to Optimization Over Multiple
Dependent Stiefel Manifolds in Deep Neural Networks},
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 = {3271--3278},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11768},
doi = {10.1609/AAAI.V32I1.11768},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HuangLLYWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YuDLZ00L18,
author = {Adams Wei Yu and
David Dohan and
Minh{-}Thang Luong and
Rui Zhao and
Kai Chen and
Mohammad Norouzi and
Quoc V. Le},
title = {QANet: Combining Local Convolution with Global Self-Attention for
Reading Comprehension},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=B14TlG-RW},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YuDLZ00L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03919,
author = {Yingxiang Yang and
Adams Wei Yu and
Zhaoran Wang and
Tuo Zhao},
title = {Detecting Nonlinear Causality in Multivariate Time Series with Sparse
Additive Models},
journal = {CoRR},
volume = {abs/1803.03919},
year = {2018},
url = {http://arxiv.org/abs/1803.03919},
eprinttype = {arXiv},
eprint = {1803.03919},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03919.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09541,
author = {Adams Wei Yu and
David Dohan and
Minh{-}Thang Luong and
Rui Zhao and
Kai Chen and
Mohammad Norouzi and
Quoc V. Le},
title = {QANet: Combining Local Convolution with Global Self-Attention for
Reading Comprehension},
journal = {CoRR},
volume = {abs/1804.09541},
year = {2018},
url = {http://arxiv.org/abs/1804.09541},
eprinttype = {arXiv},
eprint = {1804.09541},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WangYS17,
author = {Yining Wang and
Adams Wei Yu and
Aarti Singh},
title = {On Computationally Tractable Selection of Experiments in Measurement-Constrained
Regression Models},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {143:1--143:41},
year = {2017},
url = {http://jmlr.org/papers/v18/17-175.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/WangYS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/YuLL17,
author = {Adams Wei Yu and
Hongrae Lee and
Quoc V. Le},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {Learning to Skim Text},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1880--1890},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1172},
doi = {10.18653/V1/P17-1172},
timestamp = {Fri, 06 Aug 2021 00:40:58 +0200},
biburl = {https://dblp.org/rec/conf/acl/YuLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuLL17,
author = {Adams Wei Yu and
Hongrae Lee and
Quoc V. Le},
title = {Learning to Skim Text},
journal = {CoRR},
volume = {abs/1704.06877},
year = {2017},
url = {http://arxiv.org/abs/1704.06877},
eprinttype = {arXiv},
eprint = {1704.06877},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuLSC17,
author = {Adams Wei Yu and
Qihang Lin and
Ruslan Salakhutdinov and
Jaime G. Carbonell},
title = {Normalized Gradient with Adaptive Stepsize Method for Deep Neural
Network Training},
journal = {CoRR},
volume = {abs/1707.04822},
year = {2017},
url = {http://arxiv.org/abs/1707.04822},
eprinttype = {arXiv},
eprint = {1707.04822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuLSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06079,
author = {Lei Huang and
Xianglong Liu and
Bo Lang and
Adams Wei Yu and
Bo Li},
title = {Orthogonal Weight Normalization: Solution to Optimization over Multiple
Dependent Stiefel Manifolds in Deep Neural Networks},
journal = {CoRR},
volume = {abs/1709.06079},
year = {2017},
url = {http://arxiv.org/abs/1709.06079},
eprinttype = {arXiv},
eprint = {1709.06079},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06079.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SraYLS16,
author = {Suvrit Sra and
Adams Wei Yu and
Mu Li and
Alexander J. Smola},
editor = {Arthur Gretton and
Christian C. Robert},
title = {AdaDelay: Delay Adaptive Distributed Stochastic Optimization},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {957--965},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/sra16.html},
timestamp = {Mon, 21 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SraYLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BalcanDWY16,
author = {Maria{-}Florina Balcan and
Simon Shaolei Du and
Yining Wang and
Adams Wei Yu},
editor = {Vitaly Feldman and
Alexander Rakhlin and
Ohad Shamir},
title = {An Improved Gap-Dependency Analysis of the Noisy Power Method},
booktitle = {Proceedings of the 29th Conference on Learning Theory, {COLT} 2016,
New York, USA, June 23-26, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {49},
pages = {284--309},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v49/balcan16a.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/BalcanDWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalcanDWY16,
author = {Maria{-}Florina Balcan and
Simon S. Du and
Yining Wang and
Adams Wei Yu},
title = {An Improved Gap-Dependency Analysis of the Noisy Power Method},
journal = {CoRR},
volume = {abs/1602.07046},
year = {2016},
url = {http://arxiv.org/abs/1602.07046},
eprinttype = {arXiv},
eprint = {1602.07046},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BalcanDWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/SuY15,
author = {Hao Su and
Adams Wei Yu},
title = {Probabilistic modeling of scenes using object frames},
journal = {Sci. China Inf. Sci.},
volume = {58},
number = {3},
pages = {1--13},
year = {2015},
url = {https://doi.org/10.1007/s11432-014-5151-3},
doi = {10.1007/S11432-014-5151-3},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/SuY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuLY15,
author = {Adams Wei Yu and
Qihang Lin and
Tianbao Yang},
title = {Doubly Stochastic Primal-Dual Coordinate Method for Regularized Empirical
Risk Minimization with Factorized Data},
journal = {CoRR},
volume = {abs/1508.03390},
year = {2015},
url = {http://arxiv.org/abs/1508.03390},
eprinttype = {arXiv},
eprint = {1508.03390},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuLY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SraYLS15,
author = {Suvrit Sra and
Adams Wei Yu and
Mu Li and
Alexander J. Smola},
title = {AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization},
journal = {CoRR},
volume = {abs/1508.05003},
year = {2015},
url = {http://arxiv.org/abs/1508.05003},
eprinttype = {arXiv},
eprint = {1508.05003},
timestamp = {Mon, 21 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SraYLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuMYCS15,
author = {Adams Wei Yu and
Wanli Ma and
Yaoliang Yu and
Jaime G. Carbonell and
Suvrit Sra},
title = {Efficient Structured Matrix Rank Minimization},
journal = {CoRR},
volume = {abs/1509.02447},
year = {2015},
url = {http://arxiv.org/abs/1509.02447},
eprinttype = {arXiv},
eprint = {1509.02447},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuMYCS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YuMS14,
author = {Adams Wei Yu and
Nikos Mamoulis and
Hao Su},
title = {Reverse Top-k Search using Random Walk with Restart},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {5},
pages = {401--412},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p401-yu.pdf},
doi = {10.14778/2732269.2732276},
timestamp = {Sun, 26 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/YuMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuKC14,
author = {Adams Wei Yu and
Fatma Kilin{\c{c}}{-}Karzan and
Jaime G. Carbonell},
title = {Saddle Points and Accelerated Perceptron Algorithms},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1827--1835},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/yuc14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/YuKC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YuMYCS14,
author = {Adams Wei Yu and
Wanli Ma and
Yaoliang Yu and
Jaime G. Carbonell and
Suvrit Sra},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Efficient Structured Matrix Rank Minimization},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1350--1358},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/912d2b1c7b2826caf99687388d2e8f7c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YuMYCS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@mastersthesis{DBLP:phd/basesearch/Yu13f,
author = {Adams Wei Yu},
title = {Reverse Top-k search using random walk with restart},
school = {University of Hong Kong, Pokfulam, Hong Kong},
year = {2013},
url = {https://doi.org/10.5353/th\_b5194753},
doi = {10.5353/TH\_B5194753},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Yu13f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YuSL12a,
author = {Adams Wei Yu and
Hao Su and
Li Fei{-}Fei},
title = {Efficient Euclidean Projections onto the Intersection of Norm Balls},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/250.pdf},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YuSL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-4638,
author = {Adams Wei Yu and
Hao Su and
Li Fei{-}Fei},
title = {Efficient Euclidean Projections onto the Intersection of Norm Balls},
journal = {CoRR},
volume = {abs/1206.4638},
year = {2012},
url = {http://arxiv.org/abs/1206.4638},
eprinttype = {arXiv},
eprint = {1206.4638},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-4638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/LiuLYL11,
author = {Xianglong Liu and
Yihua Lou and
Adams Wei Yu and
Bo Lang},
title = {Search by mobile image based on visual and spatial consistency},
booktitle = {Proceedings of the 2011 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2011, 11-15 July, 2011, Barcelona, Catalonia, Spain},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICME.2011.6011834},
doi = {10.1109/ICME.2011.6011834},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/LiuLYL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/XuYLL11,
author = {Tianjing Xu and
Adams Wei Yu and
Xianglong Liu and
Bo Lang},
editor = {Cynthia C. S. Liem and
Meinard M{\"{u}}ller and
Douglas Eck and
George Tzanetakis},
title = {Music identification via vocabulary tree with {MFCC} peaks},
booktitle = {Proceedings of the 1st international {ACM} workshop on Music information
retrieval with user-centered and multimodal strategies, Scottsdale,
AZ, USA, November 28 - December 01, 2011},
pages = {21--26},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2072529.2072537},
doi = {10.1145/2072529.2072537},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mm/XuYLL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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