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@article{DBLP:journals/corr/abs-2401-01623,
author = {Haonan Wang and
James Zou and
Michael Mozer and
Anirudh Goyal and
Alex Lamb and
Linjun Zhang and
Weijie J. Su and
Zhun Deng and
Michael Qizhe Xie and
Hannah Brown and
Kenji Kawaguchi},
title = {Can {AI} Be as Creative as Humans?},
journal = {CoRR},
volume = {abs/2401.01623},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.01623},
doi = {10.48550/ARXIV.2401.01623},
eprinttype = {arXiv},
eprint = {2401.01623},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-01623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05006,
author = {Huiying Zhong and
Zhun Deng and
Weijie J. Su and
Zhiwei Steven Wu and
Linjun Zhang},
title = {Provable Multi-Party Reinforcement Learning with Diverse Human Feedback},
journal = {CoRR},
volume = {abs/2403.05006},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05006},
doi = {10.48550/ARXIV.2403.05006},
eprinttype = {arXiv},
eprint = {2403.05006},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-13964,
author = {Jiachen T. Wang and
Zhun Deng and
Hiroaki Chiba{-}Okabe and
Boaz Barak and
Weijie J. Su},
title = {An Economic Solution to Copyright Challenges of Generative {AI}},
journal = {CoRR},
volume = {abs/2404.13964},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.13964},
doi = {10.48550/ARXIV.2404.13964},
eprinttype = {arXiv},
eprint = {2404.13964},
timestamp = {Sat, 25 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-13964.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mbec/YuLDZY23,
author = {Zhun Yu and
Lei Liu and
Yongzhi Deng and
Xiaowen Zhang and
Chao Yu},
title = {Study on the blood flow characteristics of venous needle retention
with different super-hydrophobic surface structures},
journal = {Medical Biol. Eng. Comput.},
volume = {61},
number = {3},
pages = {867--874},
year = {2023},
url = {https://doi.org/10.1007/s11517-023-02767-5},
doi = {10.1007/S11517-023-02767-5},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mbec/YuLDZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WuZFDZ23,
author = {Jie Wu and
Dingshun Zhu and
Leyuan Fang and
Yue Deng and
Zhun Zhong},
title = {Efficient Layer Compression Without Pruning},
journal = {{IEEE} Trans. Image Process.},
volume = {32},
pages = {4689--4700},
year = {2023},
url = {https://doi.org/10.1109/TIP.2023.3302519},
doi = {10.1109/TIP.2023.3302519},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WuZFDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DengS0ZP23,
author = {Zhun Deng and
He Sun and
Steven Wu and
Linjun Zhang and
David C. Parkes},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Reinforcement Learning with Stepwise Fairness Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {10594--10618},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/deng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DengS0ZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NakadaGDJ0Z23,
author = {Ryumei Nakada and
Halil Ibrahim Gulluk and
Zhun Deng and
Wenlong Ji and
James Zou and
Linjun Zhang},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Understanding Multimodal Contrastive Learning and Incorporating Unpaired
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4348--4380},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/nakada23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NakadaGDJ0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/SunDCP23,
author = {He Sun and
Zhun Deng and
Hui Chen and
David C. Parkes},
title = {Decision-Aware Conditional GANs for Time Series Data},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {36--45},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626855},
doi = {10.1145/3604237.3626855},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/SunDCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Deng0ZYCS023,
author = {Zhun Deng and
Jiayao Zhang and
Linjun Zhang and
Ting Ye and
Yates Coley and
Weijie J. Su and
James Zou},
title = {{FIFA:} Making Fairness More Generalizable in Classifiers Trained
on Imbalanced Data},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=zVrw4OH1Lch},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Deng0ZYCS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SnellZDPZ23,
author = {Jake Snell and
Thomas P. Zollo and
Zhun Deng and
Toniann Pitassi and
Richard S. Zemel},
title = {Quantile Risk Control: {A} Flexible Framework for Bounding the Probability
of High-Loss Predictions},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=p6jsTidUkPx},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SnellZDPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KawaguchiDJH23,
author = {Kenji Kawaguchi and
Zhun Deng and
Xu Ji and
Jiaoyang Huang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {How Does Information Bottleneck Help Deep Learning?},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {16049--16096},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/kawaguchi23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/KawaguchiDJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/innovations/DengDZ23,
author = {Zhun Deng and
Cynthia Dwork and
Linjun Zhang},
editor = {Yael Tauman Kalai},
title = {HappyMap : {A} Generalized Multicalibration Method},
booktitle = {14th Innovations in Theoretical Computer Science Conference, {ITCS}
2023, January 10-13, 2023, MIT, Cambridge, Massachusetts, {USA}},
series = {LIPIcs},
volume = {251},
pages = {41:1--41:23},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2023},
url = {https://doi.org/10.4230/LIPIcs.ITCS.2023.41},
doi = {10.4230/LIPICS.ITCS.2023.41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/innovations/DengDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengZSPZ23,
author = {Zhun Deng and
Thomas P. Zollo and
Jake Snell and
Toniann Pitassi and
Richard S. Zemel},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Distribution-Free Statistical Dispersion Control for Societal Applications},
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/7ea46207ec9bda974b140fe11d8dd727-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DengZSPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShenTDPK23,
author = {Qianli Shen and
Wai Hoh Tang and
Zhun Deng and
Apostolos F. Psaros and
Kenji Kawaguchi},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification},
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/68730224bbf35ffac7a4fbf9b1ea4bfe-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShenTDPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-06232,
author = {Ryumei Nakada and
Halil Ibrahim Gulluk and
Zhun Deng and
Wenlong Ji and
James Zou and
Linjun Zhang},
title = {Understanding Multimodal Contrastive Learning and Incorporating Unpaired
Data},
journal = {CoRR},
volume = {abs/2302.06232},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.06232},
doi = {10.48550/ARXIV.2302.06232},
eprinttype = {arXiv},
eprint = {2302.06232},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-06232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04379,
author = {Zhun Deng and
Cynthia Dwork and
Linjun Zhang},
title = {HappyMap: {A} Generalized Multi-calibration Method},
journal = {CoRR},
volume = {abs/2303.04379},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04379},
doi = {10.48550/ARXIV.2303.04379},
eprinttype = {arXiv},
eprint = {2303.04379},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03935,
author = {Yuzhen Mao and
Zhun Deng and
Huaxiu Yao and
Ting Ye and
Kenji Kawaguchi and
James Zou},
title = {Last-Layer Fairness Fine-tuning is Simple and Effective for Neural
Networks},
journal = {CoRR},
volume = {abs/2304.03935},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03935},
doi = {10.48550/ARXIV.2304.03935},
eprinttype = {arXiv},
eprint = {2304.03935},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18887,
author = {Kenji Kawaguchi and
Zhun Deng and
Xu Ji and
Jiaoyang Huang},
title = {How Does Information Bottleneck Help Deep Learning?},
journal = {CoRR},
volume = {abs/2305.18887},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18887},
doi = {10.48550/ARXIV.2305.18887},
eprinttype = {arXiv},
eprint = {2305.18887},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13786,
author = {Zhun Deng and
Thomas P. Zollo and
Jake C. Snell and
Toniann Pitassi and
Richard S. Zemel},
title = {Distribution-Free Statistical Dispersion Control for Societal Applications},
journal = {CoRR},
volume = {abs/2309.13786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.13786},
doi = {10.48550/ARXIV.2309.13786},
eprinttype = {arXiv},
eprint = {2309.13786},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-13786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00754,
author = {Yiyang Zhou and
Chenhang Cui and
Jaehong Yoon and
Linjun Zhang and
Zhun Deng and
Chelsea Finn and
Mohit Bansal and
Huaxiu Yao},
title = {Analyzing and Mitigating Object Hallucination in Large Vision-Language
Models},
journal = {CoRR},
volume = {abs/2310.00754},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00754},
doi = {10.48550/ARXIV.2310.00754},
eprinttype = {arXiv},
eprint = {2310.00754},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00754.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06923,
author = {Qianli Shen and
Wai Hoh Tang and
Zhun Deng and
Apostolos F. Psaros and
Kenji Kawaguchi},
title = {PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification},
journal = {CoRR},
volume = {abs/2310.06923},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06923},
doi = {10.48550/ARXIV.2310.06923},
eprinttype = {arXiv},
eprint = {2310.06923},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13628,
author = {Thomas P. Zollo and
Todd Morrill and
Zhun Deng and
Jake C. Snell and
Toniann Pitassi and
Richard S. Zemel},
title = {Prompt Risk Control: {A} Rigorous Framework for Responsible Deployment
of Large Language Models},
journal = {CoRR},
volume = {abs/2311.13628},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13628},
doi = {10.48550/ARXIV.2311.13628},
eprinttype = {arXiv},
eprint = {2311.13628},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12736,
author = {Jiachen Zhao and
Zhun Deng and
David Madras and
James Zou and
Mengye Ren},
title = {Learning and Forgetting Unsafe Examples in Large Language Models},
journal = {CoRR},
volume = {abs/2312.12736},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12736},
doi = {10.48550/ARXIV.2312.12736},
eprinttype = {arXiv},
eprint = {2312.12736},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/KawaguchiZD22,
author = {Kenji Kawaguchi and
Linjun Zhang and
Zhun Deng},
title = {Understanding Dynamics of Nonlinear Representation Learning and Its
Application},
journal = {Neural Comput.},
volume = {34},
number = {4},
pages = {991--1018},
year = {2022},
url = {https://doi.org/10.1162/neco\_a\_01483},
doi = {10.1162/NECO\_A\_01483},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/KawaguchiZD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiLZDS22,
author = {Wenlong Ji and
Yiping Lu and
Yiliang Zhang and
Zhun Deng and
Weijie J. Su},
title = {An Unconstrained Layer-Peeled Perspective on Neural Collapse},
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=WZ3yjh8coDg},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/JiLZDS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KawaguchiDLH22,
author = {Kenji Kawaguchi and
Zhun Deng and
Kyle Luh and
Jiaoyang Huang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Robustness Implies Generalization via Data-Dependent Generalization
Bounds},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10866--10894},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kawaguchi22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/KawaguchiDLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhangDK022,
author = {Linjun Zhang and
Zhun Deng and
Kenji Kawaguchi and
James Zou},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {When and How Mixup Improves Calibration},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {26135--26160},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhang22f.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhangDK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02792,
author = {Zhun Deng and
Jiayao Zhang and
Linjun Zhang and
Ting Ye and
Yates Coley and
Weijie J. Su and
James Zou},
title = {{FIFA:} Making Fairness More Generalizable in Classifiers Trained
on Imbalanced Data},
journal = {CoRR},
volume = {abs/2206.02792},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02792},
doi = {10.48550/ARXIV.2206.02792},
eprinttype = {arXiv},
eprint = {2206.02792},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13497,
author = {Kenji Kawaguchi and
Zhun Deng and
Kyle Luh and
Jiaoyang Huang},
title = {Robustness Implies Generalization via Data-Dependent Generalization
Bounds},
journal = {CoRR},
volume = {abs/2206.13497},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13497},
doi = {10.48550/ARXIV.2206.13497},
eprinttype = {arXiv},
eprint = {2206.13497},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03994,
author = {Zhun Deng and
He Sun and
Zhiwei Steven Wu and
Linjun Zhang and
David C. Parkes},
title = {Reinforcement Learning with Stepwise Fairness Constraints},
journal = {CoRR},
volume = {abs/2211.03994},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03994},
doi = {10.48550/ARXIV.2211.03994},
eprinttype = {arXiv},
eprint = {2211.03994},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03994.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-06398,
author = {Jiayao Zhang and
Hongming Zhang and
Zhun Deng and
Dan Roth},
title = {Investigating Fairness Disparities in Peer Review: {A} Language Model
Enhanced Approach},
journal = {CoRR},
volume = {abs/2211.06398},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.06398},
doi = {10.48550/ARXIV.2211.06398},
eprinttype = {arXiv},
eprint = {2211.06398},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-06398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13629,
author = {Jake C. Snell and
Thomas P. Zollo and
Zhun Deng and
Toniann Pitassi and
Richard S. Zemel},
title = {Quantile Risk Control: {A} Flexible Framework for Bounding the Probability
of High-Loss Predictions},
journal = {CoRR},
volume = {abs/2212.13629},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13629},
doi = {10.48550/ARXIV.2212.13629},
eprinttype = {arXiv},
eprint = {2212.13629},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DengZG021,
author = {Zhun Deng and
Linjun Zhang and
Amirata Ghorbani and
James Zou},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Improving Adversarial Robustness via Unlabeled Out-of-Domain Data},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2845--2853},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/deng21b.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DengZG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DengHK21,
author = {Zhun Deng and
Jiaoyang Huang and
Kenji Kawaguchi},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {How Shrinking Gradient Noise Helps the Performance of Neural Networks},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1002--1007},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671966},
doi = {10.1109/BIGDATA52589.2021.9671966},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/DengHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangDKG021,
author = {Linjun Zhang and
Zhun Deng and
Kenji Kawaguchi and
Amirata Ghorbani and
James Zou},
title = {How Does Mixup Help With Robustness and Generalization?},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=8yKEo06dKNo},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangDKG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengHS21,
author = {Zhun Deng and
Hangfeng He and
Weijie J. Su},
editor = {Marina Meila and
Tong Zhang},
title = {Toward Better Generalization Bounds with Locally Elastic Stability},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2590--2600},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/deng21b.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DengZVKZ21,
author = {Zhun Deng and
Linjun Zhang and
Kailas Vodrahalli and
Kenji Kawaguchi and
James Y. Zou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Adversarial Training Helps Transfer Learning via Better Representations},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25179--25191},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d3aeec875c479e55d1cdeea161842ec6-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/DengZVKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06289,
author = {Linjun Zhang and
Zhun Deng and
Kenji Kawaguchi and
James Zou},
title = {When and How Mixup Improves Calibration},
journal = {CoRR},
volume = {abs/2102.06289},
year = {2021},
url = {https://arxiv.org/abs/2102.06289},
eprinttype = {arXiv},
eprint = {2102.06289},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10189,
author = {Zhun Deng and
Linjun Zhang and
Kailas Vodrahalli and
Kenji Kawaguchi and
James Zou},
title = {Adversarial Training Helps Transfer Learning via Better Representations},
journal = {CoRR},
volume = {abs/2106.10189},
year = {2021},
url = {https://arxiv.org/abs/2106.10189},
eprinttype = {arXiv},
eprint = {2106.10189},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14836,
author = {Kenji Kawaguchi and
Linjun Zhang and
Zhun Deng},
title = {Understanding Dynamics of Nonlinear Representation Learning and Its
Application},
journal = {CoRR},
volume = {abs/2106.14836},
year = {2021},
url = {https://arxiv.org/abs/2106.14836},
eprinttype = {arXiv},
eprint = {2106.14836},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02473,
author = {Wenlong Ji and
Zhun Deng and
Ryumei Nakada and
James Zou and
Linjun Zhang},
title = {The Power of Contrast for Feature Learning: {A} Theoretical Analysis},
journal = {CoRR},
volume = {abs/2110.02473},
year = {2021},
url = {https://arxiv.org/abs/2110.02473},
eprinttype = {arXiv},
eprint = {2110.02473},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02796,
author = {Wenlong Ji and
Yiping Lu and
Yiliang Zhang and
Zhun Deng and
Weijie J. Su},
title = {An Unconstrained Layer-Peeled Perspective on Neural Collapse},
journal = {CoRR},
volume = {abs/2110.02796},
year = {2021},
url = {https://arxiv.org/abs/2110.02796},
eprinttype = {arXiv},
eprint = {2110.02796},
timestamp = {Wed, 04 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03135,
author = {Maya Burhanpurkar and
Zhun Deng and
Cynthia Dwork and
Linjun Zhang},
title = {Scaffolding Sets},
journal = {CoRR},
volume = {abs/2111.03135},
year = {2021},
url = {https://arxiv.org/abs/2111.03135},
eprinttype = {arXiv},
eprint = {2111.03135},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengDWZ20,
author = {Zhun Deng and
Cynthia Dwork and
Jialiang Wang and
Linjun Zhang},
title = {Interpreting Robust Optimization via Adversarial Influence Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2464--2473},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DengDWZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DengHHS20,
author = {Zhun Deng and
Hangfeng He and
Jiaoyang Huang and
Weijie J. Su},
title = {Towards Understanding the Dynamics of the First-Order Adversaries},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {2484--2493},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/deng20c.html},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DengHHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08476,
author = {Zhun Deng and
Linjun Zhang and
Amirata Ghorbani and
James Y. Zou},
title = {Improving Adversarial Robustness via Unlabeled Out-of-Domain Data},
journal = {CoRR},
volume = {abs/2006.08476},
year = {2020},
url = {https://arxiv.org/abs/2006.08476},
eprinttype = {arXiv},
eprint = {2006.08476},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11478,
author = {Zhun Deng and
Frances Ding and
Cynthia Dwork and
Rachel Hong and
Giovanni Parmigiani and
Prasad Patil and
Pragya Sur},
title = {Representation via Representations: Domain Generalization via Adversarially
Learned Invariant Representations},
journal = {CoRR},
volume = {abs/2006.11478},
year = {2020},
url = {https://arxiv.org/abs/2006.11478},
eprinttype = {arXiv},
eprint = {2006.11478},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12682,
author = {He Sun and
Zhun Deng and
Hui Chen and
David C. Parkes},
title = {Decision-Aware Conditional GANs for Time Series Data},
journal = {CoRR},
volume = {abs/2009.12682},
year = {2020},
url = {https://arxiv.org/abs/2009.12682},
eprinttype = {arXiv},
eprint = {2009.12682},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01247,
author = {Zhun Deng and
Cynthia Dwork and
Jialiang Wang and
Linjun Zhang},
title = {Interpreting Robust Optimization via Adversarial Influence Functions},
journal = {CoRR},
volume = {abs/2010.01247},
year = {2020},
url = {https://arxiv.org/abs/2010.01247},
eprinttype = {arXiv},
eprint = {2010.01247},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04819,
author = {Linjun Zhang and
Zhun Deng and
Kenji Kawaguchi and
Amirata Ghorbani and
James Y. Zou},
title = {How Does Mixup Help With Robustness and Generalization?},
journal = {CoRR},
volume = {abs/2010.04819},
year = {2020},
url = {https://arxiv.org/abs/2010.04819},
eprinttype = {arXiv},
eprint = {2010.04819},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10650,
author = {Zhun Deng and
Hangfeng He and
Jiaoyang Huang and
Weijie J. Su},
title = {Towards Understanding the Dynamics of the First-Order Adversaries},
journal = {CoRR},
volume = {abs/2010.10650},
year = {2020},
url = {https://arxiv.org/abs/2010.10650},
eprinttype = {arXiv},
eprint = {2010.10650},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10650.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13988,
author = {Zhun Deng and
Hangfeng He and
Weijie J. Su},
title = {Toward Better Generalization Bounds with Locally Elastic Stability},
journal = {CoRR},
volume = {abs/2010.13988},
year = {2020},
url = {https://arxiv.org/abs/2010.13988},
eprinttype = {arXiv},
eprint = {2010.13988},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-13988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01354,
author = {Zhun Deng and
Cynthia Dwork and
Jialiang Wang and
Yao Zhao},
title = {Architecture Selection via the Trade-off Between Accuracy and Robustness},
journal = {CoRR},
volume = {abs/1906.01354},
year = {2019},
url = {http://arxiv.org/abs/1906.01354},
eprinttype = {arXiv},
eprint = {1906.01354},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MiaoDWZ18,
author = {Zhun Miao and
Ke Deng and
Xiaowo Wang and
Xuegong Zhang},
title = {DEsingle for detecting three types of differential expression in single-cell
RNA-seq data},
journal = {Bioinform.},
volume = {34},
number = {18},
pages = {3223--3224},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/bty332},
doi = {10.1093/BIOINFORMATICS/BTY332},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MiaoDWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/HuangD0L18,
author = {Chan Huang and
Xinyang Deng and
Wen Jiang and
Zhunga Liu},
title = {A New Method for {OWA} Aggregation of Interval Values in Multi-Criteria
Decision Making},
booktitle = {21st International Conference on Information Fusion, {FUSION} 2018,
Cambridge, UK, July 10-13, 2018},
pages = {2529--2534},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ICIF.2018.8455858},
doi = {10.23919/ICIF.2018.8455858},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/fusion/HuangD0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/DengDHT17,
author = {Zhun Deng and
Jie Ding and
Kathryn Heal and
Vahid Tarokh},
title = {The number of independent sets in hexagonal graphs},
booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT}
2017, Aachen, Germany, June 25-30, 2017},
pages = {2910--2914},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISIT.2017.8007062},
doi = {10.1109/ISIT.2017.8007062},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isit/DengDHT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieicet/BinZLJ15,
author = {Li Bin and
Deng Zhun and
Xie Liang and
Xiangliang Jin},
title = {99.4{\%} Switching Energy Saving and 87.5{\%} Area Reduction Switching
Scheme for {SAR} {ADC}},
journal = {{IEICE} Trans. Electron.},
volume = {98-C},
number = {10},
pages = {984--986},
year = {2015},
url = {https://doi.org/10.1587/transele.E98.C.984},
doi = {10.1587/TRANSELE.E98.C.984},
timestamp = {Sat, 11 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ieicet/BinZLJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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