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ORCIDBibTeX records: Yang Liu 0018
@inproceedings{DBLP:conf/aaai/JinYCSZLL24,
author = {Kun Jin and
Tongxin Yin and
Zhongzhu Chen and
Zeyu Sun and
Xueru Zhang and
Yang Liu and
Mingyan Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Performative Federated Learning: {A} Solution to Model-Dependent and
Heterogeneous Distribution Shifts},
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 = {12938--12946},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i11.29191},
doi = {10.1609/AAAI.V38I11.29191},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JinYCSZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RaabBF024,
author = {Reilly Raab and
Ross Boczar and
Maryam Fazel and
Yang Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Fair Participation via Sequential Policies},
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 = {14758--14766},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29394},
doi = {10.1609/AAAI.V38I13.29394},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RaabBF024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YetukuriHVUL24,
author = {Jayanth Yetukuri and
Ian Hardy and
Yevgeniy Vorobeychik and
Berk Ustun and
Yang Liu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Providing Fair Recourse over Plausible Groups},
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 = {21753--21760},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30175},
doi = {10.1609/AAAI.V38I19.30175},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YetukuriHVUL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/YetukuriWKHWL24,
author = {Jayanth Yetukuri and
Yuyan Wang and
Ishita Khan and
Liyang Hao and
Zhe Wu and
Yang Liu},
title = {Multifaceted Reformulations for Null {\&} Low queries and its
parallelism with Counterfactuals},
booktitle = {40th {IEEE} International Conference on Data Engineering, {ICDE} 2024,
Utrecht, The Netherlands, May 13-16, 2024},
pages = {5327--5333},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICDE60146.2024.00401},
doi = {10.1109/ICDE60146.2024.00401},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icde/YetukuriWKHWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengWLS24,
author = {Hao Cheng and
Qingsong Wen and
Yang Liu and
Liang Sun},
title = {RobustTSF: Towards Theory and Design of Robust Time Series Forecasting
with Anomalies},
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=ltZ9ianMth},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChengWLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangWLS024,
author = {Zeyu Tang and
Jialu Wang and
Yang Liu and
Peter Spirtes and
Kun Zhang},
title = {Procedural Fairness Through Decoupling Objectionable Data Generating
Components},
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=cxfPefbu1s},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TangWLS024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YinTGYLL24,
author = {Tongxin Yin and
Jean{-}Francois Ton and
Ruocheng Guo and
Yuanshun Yao and
Mingyan Liu and
Yang Liu},
title = {Fair Classifiers that Abstain without Harm},
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=jvveGAbkVx},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YinTGYLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuWC024,
author = {Zhaowei Zhu and
Jialu Wang and
Hao Cheng and
Yang Liu},
title = {Unmasking and Improving Data Credibility: {A} Study with Datasets
for Training Harmless Language Models},
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=6bcAD6g688},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhuWC024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaoZZ0L024,
author = {Chentao Cao and
Zhun Zhong and
Zhanke Zhou and
Yang Liu and
Tongliang Liu and
Bo Han},
title = {Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution
Detection},
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=xZO7SmM12y},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaoZZ0L024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTH024,
author = {Yatong Chen and
Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
title = {Performative Prediction with Bandit Feedback: Learning through Reparameterization},
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=yHs3jIPgaF},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenTH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChenGT024,
author = {Zonghao Chen and
Ruocheng Guo and
Jean{-}Francois Ton and
Yang Liu},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Conformal Counterfactual Inference under Hidden Confounding},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {397--408},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671976},
doi = {10.1145/3637528.3671976},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChenGT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ZhangWL24,
author = {Xiaoying Zhang and
Hongning Wang and
Yang Liu},
editor = {Tat{-}Seng Chua and
Chong{-}Wah Ngo and
Ravi Kumar and
Hady W. Lauw and
Roy Ka{-}Wei Lee},
title = {Retention Depolarization in Recommender System},
booktitle = {Proceedings of the {ACM} on Web Conference 2024, {WWW} 2024, Singapore,
May 13-17, 2024},
pages = {1126--1137},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645485},
doi = {10.1145/3589334.3645485},
timestamp = {Thu, 23 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ZhangWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-06785,
author = {Hongyi Guo and
Yuanshun Yao and
Wei Shen and
Jiaheng Wei and
Xiaoying Zhang and
Zhaoran Wang and
Yang Liu},
title = {Human-Instruction-Free {LLM} Self-Alignment with Limited Samples},
journal = {CoRR},
volume = {abs/2401.06785},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.06785},
doi = {10.48550/ARXIV.2401.06785},
eprinttype = {arXiv},
eprint = {2401.06785},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-06785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02032,
author = {Hao Cheng and
Qingsong Wen and
Yang Liu and
Liang Sun},
title = {RobustTSF: Towards Theory and Design of Robust Time Series Forecasting
with Anomalies},
journal = {CoRR},
volume = {abs/2402.02032},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02032},
doi = {10.48550/ARXIV.2402.02032},
eprinttype = {arXiv},
eprint = {2402.02032},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08787,
author = {Sijia Liu and
Yuanshun Yao and
Jinghan Jia and
Stephen Casper and
Nathalie Baracaldo and
Peter Hase and
Xiaojun Xu and
Yuguang Yao and
Hang Li and
Kush R. Varshney and
Mohit Bansal and
Sanmi Koyejo and
Yang Liu},
title = {Rethinking Machine Unlearning for Large Language Models},
journal = {CoRR},
volume = {abs/2402.08787},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08787},
doi = {10.48550/ARXIV.2402.08787},
eprinttype = {arXiv},
eprint = {2402.08787},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10412,
author = {Jiaheng Wei and
Yuanshun Yao and
Jean{-}Francois Ton and
Hongyi Guo and
Andrew Estornell and
Yang Liu},
title = {Measuring and Reducing {LLM} Hallucination without Gold-Standard Answers
via Expertise-Weighting},
journal = {CoRR},
volume = {abs/2402.10412},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10412},
doi = {10.48550/ARXIV.2402.10412},
eprinttype = {arXiv},
eprint = {2402.10412},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10468,
author = {Xinjian Zhao and
Liang Zhang and
Yang Liu and
Ruocheng Guo and
Xiangyu Zhao},
title = {Adversarial Curriculum Graph Contrastive Learning with Pair-wise Augmentation},
journal = {CoRR},
volume = {abs/2402.10468},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10468},
doi = {10.48550/ARXIV.2402.10468},
eprinttype = {arXiv},
eprint = {2402.10468},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17106,
author = {Muhammad Faaiz Taufiq and
Jean{-}Francois Ton and
Yang Liu},
title = {Dataset Fairness: Achievable Fairness on Your Data With Utility Guarantees},
journal = {CoRR},
volume = {abs/2402.17106},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17106},
doi = {10.48550/ARXIV.2402.17106},
eprinttype = {arXiv},
eprint = {2402.17106},
timestamp = {Tue, 06 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-05171,
author = {Xiaoying Zhang and
Jean{-}Francois Ton and
Wei Shen and
Hongning Wang and
Yang Liu},
title = {Overcoming Reward Overoptimization via Adversarial Policy Optimization
with Lightweight Uncertainty Estimation},
journal = {CoRR},
volume = {abs/2403.05171},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.05171},
doi = {10.48550/ARXIV.2403.05171},
eprinttype = {arXiv},
eprint = {2403.05171},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-05171.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07708,
author = {Wei Shen and
Xiaoying Zhang and
Yuanshun Yao and
Rui Zheng and
Hongyi Guo and
Yang Liu},
title = {Improving Reinforcement Learning from Human Feedback Using Contrastive
Rewards},
journal = {CoRR},
volume = {abs/2403.07708},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07708},
doi = {10.48550/ARXIV.2403.07708},
eprinttype = {arXiv},
eprint = {2403.07708},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-08743,
author = {Jingling Li and
Zeyu Tang and
Xiaoyu Liu and
Peter Spirtes and
Kun Zhang and
Liu Leqi and
Yang Liu},
title = {Steering LLMs Towards Unbiased Responses: {A} Causality-Guided Debiasing
Framework},
journal = {CoRR},
volume = {abs/2403.08743},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.08743},
doi = {10.48550/ARXIV.2403.08743},
eprinttype = {arXiv},
eprint = {2403.08743},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-08743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-12387,
author = {Zonghao Chen and
Ruocheng Guo and
Jean{-}Fran{\c{c}}ois Ton and
Yang Liu},
title = {Conformal Counterfactual Inference under Hidden Confounding},
journal = {CoRR},
volume = {abs/2405.12387},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.12387},
doi = {10.48550/ARXIV.2405.12387},
eprinttype = {arXiv},
eprint = {2405.12387},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-12387.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00806,
author = {Chentao Cao and
Zhun Zhong and
Zhanke Zhou and
Yang Liu and
Tongliang Liu and
Bo Han},
title = {Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution
Detection},
journal = {CoRR},
volume = {abs/2406.00806},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00806},
doi = {10.48550/ARXIV.2406.00806},
eprinttype = {arXiv},
eprint = {2406.00806},
timestamp = {Sat, 20 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-06736,
author = {Usman Gohar and
Zeyu Tang and
Jialu Wang and
Kun Zhang and
Peter L. Spirtes and
Yang Liu and
Lu Cheng},
title = {Long-Term Fairness Inquiries and Pursuits in Machine Learning: {A}
Survey of Notions, Methods, and Challenges},
journal = {CoRR},
volume = {abs/2406.06736},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.06736},
doi = {10.48550/ARXIV.2406.06736},
eprinttype = {arXiv},
eprint = {2406.06736},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-06736.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-07687,
author = {Zonglin Di and
Sixie Yu and
Yevgeniy Vorobeychik and
Yang Liu},
title = {Adversarial Machine Unlearning},
journal = {CoRR},
volume = {abs/2406.07687},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.07687},
doi = {10.48550/ARXIV.2406.07687},
eprinttype = {arXiv},
eprint = {2406.07687},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-07687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-10977,
author = {Rui Zheng and
Hongyi Guo and
Zhihan Liu and
Xiaoying Zhang and
Yuanshun Yao and
Xiaojun Xu and
Zhaoran Wang and
Zhiheng Xi and
Tao Gui and
Qi Zhang and
Xuanjing Huang and
Hang Li and
Yang Liu},
title = {Toward Optimal {LLM} Alignments Using Two-Player Games},
journal = {CoRR},
volume = {abs/2406.10977},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.10977},
doi = {10.48550/ARXIV.2406.10977},
eprinttype = {arXiv},
eprint = {2406.10977},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-10977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16756,
author = {Kun Jin and
Tian Xie and
Yang Liu and
Xueru Zhang},
title = {Addressing Polarization and Unfairness in Performative Prediction},
journal = {CoRR},
volume = {abs/2406.16756},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16756},
doi = {10.48550/ARXIV.2406.16756},
eprinttype = {arXiv},
eprint = {2406.16756},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-14094,
author = {Tao Lin and
Kun Jin and
Andrew Estornell and
Xiaoying Zhang and
Yiling Chen and
Yang Liu},
title = {User-Creator Feature Dynamics in Recommender Systems with Dual Influence},
journal = {CoRR},
volume = {abs/2407.14094},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.14094},
doi = {10.48550/ARXIV.2407.14094},
eprinttype = {arXiv},
eprint = {2407.14094},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-14094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LuoL23,
author = {Tianyi Luo and
Yang Liu},
title = {Machine truth serum: a surprisingly popular approach to improving
ensemble methods},
journal = {Mach. Learn.},
volume = {112},
number = {3},
pages = {789--815},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06183-y},
doi = {10.1007/S10994-022-06183-Y},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/LuoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YangWYHLXNL23,
author = {Shuo Yang and
Songhua Wu and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
title = {A Parametrical Model for Instance-Dependent Label Noise},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {12},
pages = {14055--14068},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2023.3301876},
doi = {10.1109/TPAMI.2023.3301876},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/YangWYHLXNL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/ChenW023,
author = {Yatong Chen and
Jialu Wang and
Yang Liu},
title = {Learning to Incentivize Improvements from Strategic Agents},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=W98AEKQ38Y},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/ChenW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangLDLW23,
author = {Jialu Wang and
Xinyue Liu and
Zonglin Di and
Yang Liu and
Xin Eric Wang},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{T2IAT:} Measuring Valence and Stereotypical Biases in Text-to-Image
Generation},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},
pages = {2560--2574},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.findings-acl.160},
doi = {10.18653/V1/2023.FINDINGS-ACL.160},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangLDLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/HardyYL23,
author = {Ian Hardy and
Jayanth Yetukuri and
Yang Liu},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Adaptive Adversarial Training Does Not Increase Recourse Costs},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {432--442},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604704},
doi = {10.1145/3600211.3604704},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/HardyYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/YetukuriHL23,
author = {Jayanth Yetukuri and
Ian Hardy and
Yang Liu},
editor = {Francesca Rossi and
Sanmay Das and
Jenny Davis and
Kay Firth{-}Butterfield and
Alex John},
title = {Towards User Guided Actionable Recourse},
booktitle = {Proceedings of the 2023 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2023, Montr{\'{e}}al, QC, Canada, August 8-10, 2023},
pages = {742--751},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600211.3604708},
doi = {10.1145/3600211.3604708},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/YetukuriHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csw/WeiZLAKL23,
author = {Jiaheng Wei and
Zhaowei Zhu and
Tianyi Luo and
Ehsan Amid and
Abhishek Kumar and
Yang Liu},
editor = {Dmitry Ustalov and
Saiph Savage and
Niels van Berkel and
Yang Liu and
Alisa Smirnova},
title = {To Aggregate or Not? Learning with Separate Noisy Labels},
booktitle = {Proceedings of the 4th Crowd Science Workshop on Collaboration of
Humans and Learning Algorithms for Data Labeling co-located with {ACM}
International {WSDM} Conference {(WSDM} 2023), Singapore, March 3,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3357},
pages = {8--43},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3357/paper1.pdf},
timestamp = {Wed, 07 Aug 2024 10:34:35 +0200},
biburl = {https://dblp.org/rec/conf/csw/WeiZLAKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dai2/LiuLW23,
author = {Yang Liu and
Rixing Lou and
Jiaheng Wei},
title = {Auditing for Federated Learning: {A} Model Elicitation Approach},
booktitle = {The Fifth International Conference on Distributed Artificial Intelligence,
{DAI} 2023, Singapore, 30 November 2023 - 3 December 2023},
pages = {12:1--12:9},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3627676.3627683},
doi = {10.1145/3627676.3627683},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dai2/LiuLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/EstornellDLV23,
author = {Andrew Estornell and
Sanmay Das and
Yang Liu and
Yevgeniy Vorobeychik},
title = {Group-Fair Classification with Strategic Agents},
booktitle = {Proceedings of the 2023 {ACM} Conference on Fairness, Accountability,
and Transparency, FAccT 2023, Chicago, IL, USA, June 12-15, 2023},
pages = {389--399},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3593013.3594006},
doi = {10.1145/3593013.3594006},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/EstornellDLV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0012ZSL23,
author = {Hao Cheng and
Zhaowei Zhu and
Xing Sun and
Yang Liu},
title = {Mitigating Memorization of Noisy Labels via Regularization between
Representations},
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=6qcYDVlVLnK},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0012ZSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TangCL023,
author = {Zeyu Tang and
Yatong Chen and
Yang Liu and
Kun Zhang},
title = {Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors},
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=SZdfz5k7cd1},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TangCL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiNAC0K23,
author = {Jiaheng Wei and
Harikrishna Narasimhan and
Ehsan Amid and
Wen{-}Sheng Chu and
Yang Liu and
Abhishek Kumar},
title = {Distributionally Robust Post-hoc Classifiers under Prior Shifts},
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=3KUfbI9\_DQE},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiNAC0K23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenTZL23,
author = {Yatong Chen and
Zeyu Tang and
Kun Zhang and
Yang Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Model Transferability with Responsive Decision Subjects},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4921--4952},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23y.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenTZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuCZ23,
author = {Yang Liu and
Hao Cheng and
Kun Zhang},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Identifiability of Label Noise Transition Matrix},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {21475--21496},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23g.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuYSLL23,
author = {Zhaowei Zhu and
Yuanshun Yao and
Jiankai Sun and
Hang Li and
Yang Liu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Weak Proxies are Sufficient and Preferable for Fairness with Missing
Sensitive Attributes},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {43258--43288},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/zhu23n.html},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuYSLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/EstornellCD0V23,
author = {Andrew Estornell and
Yatong Chen and
Sanmay Das and
Yang Liu and
Yevgeniy Vorobeychik},
title = {Incentivizing Recourse through Auditing in Strategic Classification},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {400--408},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/45},
doi = {10.24963/IJCAI.2023/45},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/EstornellCD0V23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WeiZLAKL23,
author = {Jiaheng Wei and
Zhaowei Zhu and
Tianyi Luo and
Ehsan Amid and
Abhishek Kumar and
Yang Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {To Aggregate or Not? Learning with Separate Noisy Labels},
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 = {2523--2535},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599522},
doi = {10.1145/3580305.3599522},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WeiZLAKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangZLWGZG23,
author = {Qing Zhang and
Xiaoying Zhang and
Yang Liu and
Hongning Wang and
Min Gao and
Jiheng Zhang and
Ruocheng Guo},
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 = {Debiasing Recommendation by Learning Identifiable Latent Confounders},
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 = {3353--3363},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599296},
doi = {10.1145/3580305.3599296},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangZLWGZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiaLRYLLSL23,
author = {Jinghan Jia and
Jiancheng Liu and
Parikshit Ram and
Yuguang Yao and
Gaowen Liu and
Yang Liu and
Pranay Sharma and
Sijia Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Model Sparsity Can Simplify Machine Unlearning},
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/a204aa68ab4e970e1ceccfb5b5cdc5e4-Abstract-Conference.html},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiaLRYLLSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YinRL023,
author = {Tongxin Yin and
Reilly Raab and
Mingyan Liu and
Yang Liu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Long-Term Fairness with Unknown Dynamics},
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/acf4a08f67724e9d2de34099f57a9c25-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YinRL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/UstalovSBL23,
author = {Dmitry Ustalov and
Saiph Savage and
Niels van Berkel and
Yang Liu},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {4th Crowd Science Workshop - {CANDLE:} Collaboration of Humans and
Learning Algorithms for Data Labeling},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1268},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3572703},
doi = {10.1145/3539597.3572703},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/UstalovSBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/csw/2023,
editor = {Dmitry Ustalov and
Saiph Savage and
Niels van Berkel and
Yang Liu and
Alisa Smirnova},
title = {Proceedings of the 4th Crowd Science Workshop on Collaboration of
Humans and Learning Algorithms for Data Labeling co-located with {ACM}
International {WSDM} Conference {(WSDM} 2023), Singapore, March 3,
2023},
series = {{CEUR} Workshop Proceedings},
volume = {3357},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3357},
urn = {urn:nbn:de:0074-3357-8},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csw/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-08987,
author = {Zeyu Tang and
Yatong Chen and
Yang Liu and
Kun Zhang},
title = {Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors},
journal = {CoRR},
volume = {abs/2301.08987},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.08987},
doi = {10.48550/ARXIV.2301.08987},
eprinttype = {arXiv},
eprint = {2301.08987},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-08987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05052,
author = {Qing Zhang and
Xiaoying Zhang and
Yang Liu and
Hongning Wang and
Min Gao and
Jiheng Zhang and
Ruocheng Guo},
title = {Debiasing Recommendation by Learning Identifiable Latent Confounders},
journal = {CoRR},
volume = {abs/2302.05052},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05052},
doi = {10.48550/ARXIV.2302.05052},
eprinttype = {arXiv},
eprint = {2302.05052},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-12291,
author = {Jiaheng Wei and
Zhaowei Zhu and
Gang Niu and
Tongliang Liu and
Sijia Liu and
Masashi Sugiyama and
Yang Liu},
title = {Fairness Improves Learning from Noisily Labeled Long-Tailed Data},
journal = {CoRR},
volume = {abs/2303.12291},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.12291},
doi = {10.48550/ARXIV.2303.12291},
eprinttype = {arXiv},
eprint = {2303.12291},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-12291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04934,
author = {Jinghan Jia and
Jiancheng Liu and
Parikshit Ram and
Yuguang Yao and
Gaowen Liu and
Yang Liu and
Pranay Sharma and
Sijia Liu},
title = {Model Sparsification Can Simplify Machine Unlearning},
journal = {CoRR},
volume = {abs/2304.04934},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04934},
doi = {10.48550/ARXIV.2304.04934},
eprinttype = {arXiv},
eprint = {2304.04934},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08733,
author = {Minghao Liu and
Jiaheng Wei and
Yang Liu and
James Davis},
title = {Do humans and machines have the same eyes? Human-machine perceptual
differences on image classification},
journal = {CoRR},
volume = {abs/2304.08733},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08733},
doi = {10.48550/ARXIV.2304.08733},
eprinttype = {arXiv},
eprint = {2304.08733},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08733.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-09362,
author = {Tongxin Yin and
Reilly Raab and
Mingyan Liu and
Yang Liu},
title = {Long-Term Fairness with Unknown Dynamics},
journal = {CoRR},
volume = {abs/2304.09362},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.09362},
doi = {10.48550/ARXIV.2304.09362},
eprinttype = {arXiv},
eprint = {2304.09362},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-09362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-01094,
author = {Yatong Chen and
Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
title = {Performative Prediction with Bandit Feedback: Learning through Reparameterization},
journal = {CoRR},
volume = {abs/2305.01094},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.01094},
doi = {10.48550/ARXIV.2305.01094},
eprinttype = {arXiv},
eprint = {2305.01094},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-01094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05090,
author = {Kun Jin and
Tongxin Yin and
Zhongzhu Chen and
Zeyu Sun and
Xueru Zhang and
Yang Liu and
Mingyan Liu},
title = {Performative Federated Learning: {A} Solution to Model-Dependent and
Heterogeneous Distribution Shifts},
journal = {CoRR},
volume = {abs/2305.05090},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05090},
doi = {10.48550/ARXIV.2305.05090},
eprinttype = {arXiv},
eprint = {2305.05090},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05090.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00905,
author = {Jialu Wang and
Xinyue Gabby Liu and
Zonglin Di and
Yang Liu and
Xin Eric Wang},
title = {{T2IAT:} Measuring Valence and Stereotypical Biases in Text-to-Image
Generation},
journal = {CoRR},
volume = {abs/2306.00905},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00905},
doi = {10.48550/ARXIV.2306.00905},
eprinttype = {arXiv},
eprint = {2306.00905},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07188,
author = {Ruocheng Guo and
Jean{-}Fran{\c{c}}ois Ton and
Yang Liu},
title = {Fair Learning to Rank with Distribution-free Risk Control},
journal = {CoRR},
volume = {abs/2306.07188},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07188},
doi = {10.48550/ARXIV.2306.07188},
eprinttype = {arXiv},
eprint = {2306.07188},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-05374,
author = {Yang Liu and
Yuanshun Yao and
Jean{-}Francois Ton and
Xiaoying Zhang and
Ruocheng Guo and
Hao Cheng and
Yegor Klochkov and
Muhammad Faaiz Taufiq and
Hang Li},
title = {Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language
Models' Alignment},
journal = {CoRR},
volume = {abs/2308.05374},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.05374},
doi = {10.48550/ARXIV.2308.05374},
eprinttype = {arXiv},
eprint = {2308.05374},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-05374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02517,
author = {Jayanth Yetukuri and
Ian Hardy and
Yang Liu},
title = {Towards User Guided Actionable Recourse},
journal = {CoRR},
volume = {abs/2309.02517},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02517},
doi = {10.48550/ARXIV.2309.02517},
eprinttype = {arXiv},
eprint = {2309.02517},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02517.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02528,
author = {Ian Hardy and
Jayanth Yetukuri and
Yang Liu},
title = {Adaptive Adversarial Training Does Not Increase Recourse Costs},
journal = {CoRR},
volume = {abs/2309.02528},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02528},
doi = {10.48550/ARXIV.2309.02528},
eprinttype = {arXiv},
eprint = {2309.02528},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02528.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-08825,
author = {Jiaheng Wei and
Harikrishna Narasimhan and
Ehsan Amid and
Wen{-}Sheng Chu and
Yang Liu and
Abhishek Kumar},
title = {Distributionally Robust Post-hoc Classifiers under Prior Shifts},
journal = {CoRR},
volume = {abs/2309.08825},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.08825},
doi = {10.48550/ARXIV.2309.08825},
eprinttype = {arXiv},
eprint = {2309.08825},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-08825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05755,
author = {Yegor Klochkov and
Jean{-}Francois Ton and
Ruocheng Guo and
Yang Liu and
Hang Li},
title = {Deep Concept Removal},
journal = {CoRR},
volume = {abs/2310.05755},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05755},
doi = {10.48550/ARXIV.2310.05755},
eprinttype = {arXiv},
eprint = {2310.05755},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06205,
author = {Tongxin Yin and
Jean{-}Fran{\c{c}}ois Ton and
Ruocheng Guo and
Yuanshun Yao and
Mingyan Liu and
Yang Liu},
title = {Fair Classifiers that Abstain without Harm},
journal = {CoRR},
volume = {abs/2310.06205},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06205},
doi = {10.48550/ARXIV.2310.06205},
eprinttype = {arXiv},
eprint = {2310.06205},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13028,
author = {Luis Oala and
Manil Maskey and
Lilith Bat{-}Leah and
Alicia Parrish and
Nezihe Merve G{\"{u}}rel and
Tzu{-}Sheng Kuo and
Yang Liu and
Rotem Dror and
Danilo Brajovic and
Xiaozhe Yao and
Max Bartolo and
William Gaviria Rojas and
Ryan Hileman and
Rainier Aliment and
Michael W. Mahoney and
Meg Risdal and
Matthew Lease and
Wojciech Samek and
Debojyoti Dutta and
Curtis G. Northcutt and
Cody Coleman and
Braden Hancock and
Bernard Koch and
Girmaw Abebe Tadesse and
Bojan Karlas and
Ahmed M. Alaa and
Adji Bousso Dieng and
Natasha F. Noy and
Vijay Janapa Reddi and
James Zou and
Praveen K. Paritosh and
Mihaela van der Schaar and
Kurt D. Bollacker and
Lora Aroyo and
Ce Zhang and
Joaquin Vanschoren and
Isabelle Guyon and
Peter Mattson},
title = {{DMLR:} Data-centric Machine Learning Research - Past, Present and
Future},
journal = {CoRR},
volume = {abs/2311.13028},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13028},
doi = {10.48550/ARXIV.2311.13028},
eprinttype = {arXiv},
eprint = {2311.13028},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-14688,
author = {Zeyu Tang and
Jialu Wang and
Yang Liu and
Peter Spirtes and
Kun Zhang},
title = {Procedural Fairness Through Decoupling Objectionable Data Generating
Components},
journal = {CoRR},
volume = {abs/2311.14688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.14688},
doi = {10.48550/ARXIV.2311.14688},
eprinttype = {arXiv},
eprint = {2311.14688},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-14688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/teco/LiuWC22,
author = {Yang Liu and
Juntao Wang and
Yiling Chen},
title = {Surrogate Scoring Rules},
journal = {{ACM} Trans. Economics and Comput.},
volume = {10},
number = {3},
pages = {12:1--12:36},
year = {2022},
url = {https://doi.org/10.1145/3565559},
doi = {10.1145/3565559},
timestamp = {Mon, 20 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/teco/LiuWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangLW22a,
author = {Jialu Wang and
Yang Liu and
Xin Eric Wang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Assessing Multilingual Fairness in Pre-trained Multimodal Representations},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {2681--2695},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.211},
doi = {10.18653/V1/2022.FINDINGS-ACL.211},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/WangLW22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LuoMWL22,
author = {Tianyi Luo and
Rui Meng and
Xin Wang and
Yang Liu},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Interpretable Research Replication Prediction via Variational Contextual
Consistency Sentence Masking},
booktitle = {Findings of the Association for Computational Linguistics: {ACL} 2022,
Dublin, Ireland, May 22-27, 2022},
pages = {3864--3876},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-acl.305},
doi = {10.18653/V1/2022.FINDINGS-ACL.305},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LuoMWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YetukuriL22,
author = {Jayanth Yetukuri and
Yang Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {Robust Stochastic Bandit algorithms to defend against Oracle attack
using Sample Dropout},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {5845--5854},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020649},
doi = {10.1109/BIGDATA55660.2022.10020649},
timestamp = {Tue, 11 Jun 2024 10:44:02 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/YetukuriL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SugiyamaL0L022,
author = {Masashi Sugiyama and
Tongliang Liu and
Bo Han and
Yang Liu and
Gang Niu},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Learning and Mining with Noisy Labels},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5152--5155},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557504},
doi = {10.1145/3511808.3557504},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SugiyamaL0L022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/WuGHLL22,
author = {Songhua Wu and
Mingming Gong and
Bo Han and
Yang Liu and
Tongliang Liu},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Fair Classification with Instance-dependent Label Noise},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {927--943},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/wu22b.html},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/WuGHLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/Wei0LZD022,
author = {Jiaheng Wei and
Minghao Liu and
Jiahao Luo and
Andrew Zhu and
James Davis and
Yang Liu},
editor = {Shai Avidan and
Gabriel J. Brostow and
Moustapha Ciss{\'{e}} and
Giovanni Maria Farinella and
Tal Hassner},
title = {DuelGAN: {A} Duel Between Two Discriminators Stabilizes the {GAN}
Training},
booktitle = {Computer Vision - {ECCV} 2022 - 17th European Conference, Tel Aviv,
Israel, October 23-27, 2022, Proceedings, Part {XXIII}},
series = {Lecture Notes in Computer Science},
volume = {13683},
pages = {290--317},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20050-2\_18},
doi = {10.1007/978-3-031-20050-2\_18},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/Wei0LZD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiZ0L0022,
author = {Jiaheng Wei and
Zhaowei Zhu and
Hao Cheng and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Learning with Noisy Labels Revisited: {A} Study Using Real-World Human
Annotations},
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=TBWA6PLJZQm},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiZ0L0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhuLL22,
author = {Zhaowei Zhu and
Tianyi Luo and
Yang Liu},
title = {The Rich Get Richer: Disparate Impact of Semi-Supervised Learning},
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=DXPftn5kjQK},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhuLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WangWL22,
author = {Jialu Wang and
Xin Eric Wang and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Understanding Instance-Level Impact of Fairness Constraints},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23114--23130},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wang22ac.html},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/WangWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WeiLL0SL22,
author = {Jiaheng Wei and
Hangyu Liu and
Tongliang Liu and
Gang Niu and
Masashi Sugiyama and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {To Smooth or Not? When Label Smoothing Meets Noisy Labels},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23589--23614},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wei22b.html},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WeiLL0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuCL22,
author = {Jimmy Wu and
Yatong Chen and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Metric-Fair Classifier Derandomization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {23999--24016},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/wu22a.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YangYHLXNL22,
author = {Shuo Yang and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Estimating Instance-dependent Bayes-label Transition Matrix using
a Deep Neural Network},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25302--25312},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/yang22p.html},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YangYHLXNL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuDL22,
author = {Zhaowei Zhu and
Zihao Dong and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Detecting Corrupted Labels Without Training a Model to Predict},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27412--27427},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhu22a.html},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuWL22,
author = {Zhaowei Zhu and
Jialu Wang and
Yang Liu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Beyond Images: Label Noise Transition Matrix Estimation for Tasks
with Lower-Quality Features},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {27633--27653},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/zhu22k.html},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZhuWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/0009LZLD22,
author = {Minghao Liu and
Jiahao Luo and
Xiaohan Zhang and
Yang Liu and
James Davis},
title = {Low-light Image Enhancement Using Chain-consistent Adversarial Networks},
booktitle = {26th International Conference on Pattern Recognition, {ICPR} 2022,
Montreal, QC, Canada, August 21-25, 2022},
pages = {713--719},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICPR56361.2022.9956704},
doi = {10.1109/ICPR56361.2022.9956704},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/0009LZLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenRW022,
author = {Yatong Chen and
Reilly Raab and
Jialu Wang and
Yang Liu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Fairness Transferability Subject to Bounded Distribution Shift},
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/4937610670be26d651ecdb4f2206d95f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenRW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KangLWL0022,
author = {Mintong Kang and
Linyi Li and
Maurice Weber and
Yang Liu and
Ce Zhang and
Bo Li},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Certifying Some Distributional Fairness with Subpopulation Decomposition},
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/c8e9a2beb84ab1a616edb89581c4b32a-Abstract-Conference.html},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KangLWL0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Yang0N22,
author = {Yifan Yang and
Yang Liu and
Parinaz Naghizadeh},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Adaptive Data Debiasing through Bounded Exploration},
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/0a166a3d98720697d9028bbe592fa177-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Yang0N22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01273,
author = {Zhaowei Zhu and
Jialu Wang and
Yang Liu},
title = {Beyond Images: Label Noise Transition Matrix Estimation for Tasks
with Lower-Quality Features},
journal = {CoRR},
volume = {abs/2202.01273},
year = {2022},
url = {https://arxiv.org/abs/2202.01273},
eprinttype = {arXiv},
eprint = {2202.01273},
timestamp = {Tue, 26 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14474,
author = {Tianyi Luo and
Rui Meng and
Xin Eric Wang and
Yang Liu},
title = {Interpretable Research Replication Prediction via Variational Contextual
Consistency Sentence Masking},
journal = {CoRR},
volume = {abs/2203.14474},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14474},
doi = {10.48550/ARXIV.2203.14474},
eprinttype = {arXiv},
eprint = {2203.14474},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-15494,
author = {Mintong Kang and
Linyi Li and
Maurice Weber and
Yang Liu and
Ce Zhang and
Bo Li},
title = {Certifying Some Distributional Fairness with Subpopulation Decomposition},
journal = {CoRR},
volume = {abs/2205.15494},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.15494},
doi = {10.48550/ARXIV.2205.15494},
eprinttype = {arXiv},
eprint = {2205.15494},
timestamp = {Fri, 13 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-15494.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00129,
author = {Yatong Chen and
Reilly Raab and
Jialu Wang and
Yang Liu},
title = {Fairness Transferability Subject to Bounded Distribution Shift},
journal = {CoRR},
volume = {abs/2206.00129},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00129},
doi = {10.48550/ARXIV.2206.00129},
eprinttype = {arXiv},
eprint = {2206.00129},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07181,
author = {Jiaheng Wei and
Zhaowei Zhu and
Tianyi Luo and
Ehsan Amid and
Abhishek Kumar and
Yang Liu},
title = {To Aggregate or Not? Learning with Separate Noisy Labels},
journal = {CoRR},
volume = {abs/2206.07181},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07181},
doi = {10.48550/ARXIV.2206.07181},
eprinttype = {arXiv},
eprint = {2206.07181},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07826,
author = {Jimmy Wu and
Yatong Chen and
Yang Liu},
title = {Metric-Fair Classifier Derandomization},
journal = {CoRR},
volume = {abs/2206.07826},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07826},
doi = {10.48550/ARXIV.2206.07826},
eprinttype = {arXiv},
eprint = {2206.07826},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15437,
author = {Jialu Wang and
Xin Eric Wang and
Yang Liu},
title = {Understanding Instance-Level Impact of Fairness Constraints},
journal = {CoRR},
volume = {abs/2206.15437},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15437},
doi = {10.48550/ARXIV.2206.15437},
eprinttype = {arXiv},
eprint = {2206.15437},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13898,
author = {Reilly Raab and
Luca de Alfaro and
Yang Liu},
title = {Conjugate Natural Selection},
journal = {CoRR},
volume = {abs/2208.13898},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13898},
doi = {10.48550/ARXIV.2208.13898},
eprinttype = {arXiv},
eprint = {2208.13898},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03175,
author = {Zhaowei Zhu and
Yuanshun Yao and
Jiankai Sun and
Yang Liu and
Hang Li},
title = {Evaluating Fairness Without Sensitive Attributes: {A} Framework Using
Only Auxiliary Models},
journal = {CoRR},
volume = {abs/2210.03175},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03175},
doi = {10.48550/ARXIV.2210.03175},
eprinttype = {arXiv},
eprint = {2210.03175},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pomacs/ZhuZ0021,
author = {Zhaowei Zhu and
Jingxuan Zhu and
Ji Liu and
Yang Liu},
title = {Federated Bandit: {A} Gossiping Approach},
journal = {Proc. {ACM} Meas. Anal. Comput. Syst.},
volume = {5},
number = {1},
pages = {02:1--02:29},
year = {2021},
url = {https://doi.org/10.1145/3447380},
doi = {10.1145/3447380},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pomacs/ZhuZ0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TangHL21,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Linear Models are Robust Optimal Under Strategic Behavior},
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 = {2584--2592},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/tang21a.html},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TangHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeiFLLYW21,
author = {Jiaheng Wei and
Zuyue Fu and
Yang Liu and
Xingyu Li and
Zhuoran Yang and
Zhaoran Wang},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Sample Elicitation},
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 = {2692--2700},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/wei21c.html},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WeiFLLYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhuL021,
author = {Zhaowei Zhu and
Tongliang Liu and
Yang Liu},
title = {A Second-Order Approach to Learning With Instance-Dependent Label
Noise},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {10113--10123},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Zhu\_A\_Second-Order\_Approach\_to\_Learning\_With\_Instance-Dependent\_Label\_Noise\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.00998},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ZhuL021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WangLW21,
author = {Jialu Wang and
Yang Liu and
Xin Eric Wang},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender
Bias in Image Search},
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 = {1995--2008},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.151},
doi = {10.18653/V1/2021.EMNLP-MAIN.151},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WangLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/WangLL21,
author = {Jialu Wang and
Yang Liu and
Caleb C. Levy},
editor = {Madeleine Clare Elish and
William Isaac and
Richard S. Zemel},
title = {Fair Classification with Group-Dependent Label Noise},
booktitle = {FAccT '21: 2021 {ACM} Conference on Fairness, Accountability, and
Transparency, Virtual Event / Toronto, Canada, March 3-10, 2021},
pages = {526--536},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3442188.3445915},
doi = {10.1145/3442188.3445915},
timestamp = {Fri, 05 May 2023 15:54:55 +0200},
biburl = {https://dblp.org/rec/conf/fat/WangLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/00040021,
author = {Juntao Wang and
Yang Liu and
Yiling Chen},
editor = {Ece Kamar and
Kurt Luther},
title = {Forecast Aggregation via Peer Prediction},
booktitle = {Proceedings of the Ninth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2021, virtual, November 14-18, 2021},
pages = {131--142},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/hcomp.v9i1.18946},
doi = {10.1609/HCOMP.V9I1.18946},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/00040021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChengZLGSL21,
author = {Hao Cheng and
Zhaowei Zhu and
Xingyu Li and
Yifei Gong and
Xing Sun and
Yang Liu},
title = {Learning with Instance-Dependent Label Noise: {A} Sample Sieve Approach},
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=2VXyy9mIyU3},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChengZLGSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WeiL21,
author = {Jiaheng Wei and
Yang Liu},
title = {When Optimizing f-Divergence is Robust with Label Noise},
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=WesiCoRVQ15},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WeiL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuSL21,
author = {Zhaowei Zhu and
Yiwen Song and
Yang Liu},
editor = {Marina Meila and
Tong Zhang},
title = {Clusterability as an Alternative to Anchor Points When Learning with
Noisy Labels},
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 = {12912--12923},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/zhu21e.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuW21,
author = {Yang Liu and
Jialu Wang},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered
Beneficial},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17467--17479},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/91e50fe1e39af2869d3336eaaeebdb43-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGZL21,
author = {Jingkang Wang and
Hongyi Guo and
Zhaowei Zhu and
Yang Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Policy Learning Using Weak Supervision},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {19960--19973},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/a613863f6a3ada47ae5bca2a558872d1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangGZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RaabL21,
author = {Reilly Raab and
Yang Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Unintended Selection: Persistent Qualification Rate Disparities and
Interventions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26053--26065},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/db00f1b7fdf48fd26b5fb5f309e9afaf-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RaabL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangHL21,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Bandit Learning with Delayed Impact of Actions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {26804--26817},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/e17184bcb70dcf3942c54e0b537ffc6d-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TangHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/ZhuZ0021,
author = {Zhaowei Zhu and
Jingxuan Zhu and
Ji Liu and
Yang Liu},
editor = {Longbo Huang and
Anshul Gandhi and
Negar Kiyavash and
Jia Wang},
title = {Federated Bandit: {A} Gossiping Approach},
booktitle = {{SIGMETRICS} '21: {ACM} {SIGMETRICS} / International Conference on
Measurement and Modeling of Computer Systems, Virtual Event, China,
June 14-18, 2021},
pages = {3--4},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3410220.3453919},
doi = {10.1145/3410220.3453919},
timestamp = {Mon, 07 Jun 2021 12:10:45 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/ZhuZ0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07524,
author = {Jiaheng Wei and
Minghao Liu and
Jiahao Luo and
Qiutong Li and
James Davis and
Yang Liu},
title = {PeerGAN: Generative Adversarial Networks with a Competing Peer Discriminator},
journal = {CoRR},
volume = {abs/2101.07524},
year = {2021},
url = {https://arxiv.org/abs/2101.07524},
eprinttype = {arXiv},
eprint = {2101.07524},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05291,
author = {Zhaowei Zhu and
Yiwen Song and
Yang Liu},
title = {Clusterability as an Alternative to Anchor Points When Learning with
Noisy Labels},
journal = {CoRR},
volume = {abs/2102.05291},
year = {2021},
url = {https://arxiv.org/abs/2102.05291},
eprinttype = {arXiv},
eprint = {2102.05291},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01926,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
title = {Optimal Query Complexity of Secure Stochastic Convex Optimization},
journal = {CoRR},
volume = {abs/2104.01926},
year = {2021},
url = {https://arxiv.org/abs/2104.01926},
eprinttype = {arXiv},
eprint = {2104.01926},
timestamp = {Mon, 16 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13001,
author = {Shuo Yang and
Erkun Yang and
Bo Han and
Yang Liu and
Min Xu and
Gang Niu and
Tongliang Liu},
title = {Estimating Instance-dependent Label-noise Transition Matrix using
DNNs},
journal = {CoRR},
volume = {abs/2105.13001},
year = {2021},
url = {https://arxiv.org/abs/2105.13001},
eprinttype = {arXiv},
eprint = {2105.13001},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-13001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04149,
author = {Jiaheng Wei and
Hangyu Liu and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Understanding (Generalized) Label Smoothing when Learning with Noisy
Labels},
journal = {CoRR},
volume = {abs/2106.04149},
year = {2021},
url = {https://arxiv.org/abs/2106.04149},
eprinttype = {arXiv},
eprint = {2106.04149},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06683,
author = {Jialu Wang and
Yang Liu and
Xin Eric Wang},
title = {Assessing Multilingual Fairness in Pre-trained Multimodal Representations},
journal = {CoRR},
volume = {abs/2106.06683},
year = {2021},
url = {https://arxiv.org/abs/2106.06683},
eprinttype = {arXiv},
eprint = {2106.06683},
timestamp = {Sat, 18 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05911,
author = {Yang Liu and
Yatong Chen and
Jiaheng Wei},
title = {Induced Domain Adaptation},
journal = {CoRR},
volume = {abs/2107.05911},
year = {2021},
url = {https://arxiv.org/abs/2107.05911},
eprinttype = {arXiv},
eprint = {2107.05911},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05913,
author = {Yang Liu and
Jialu Wang},
title = {Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered
Beneficial},
journal = {CoRR},
volume = {abs/2107.05913},
year = {2021},
url = {https://arxiv.org/abs/2107.05913},
eprinttype = {arXiv},
eprint = {2107.05913},
timestamp = {Sat, 18 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05433,
author = {Jialu Wang and
Yang Liu and
Xin Eric Wang},
title = {Are Gender-Neutral Queries Really Gender-Neutral? Mitigating Gender
Bias in Image Search},
journal = {CoRR},
volume = {abs/2109.05433},
year = {2021},
url = {https://arxiv.org/abs/2109.05433},
eprinttype = {arXiv},
eprint = {2109.05433},
timestamp = {Tue, 21 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06282,
author = {Zhaowei Zhu and
Tianyi Luo and
Yang Liu},
title = {The Rich Get Richer: Disparate Impact of Semi-Supervised Learning},
journal = {CoRR},
volume = {abs/2110.06282},
year = {2021},
url = {https://arxiv.org/abs/2110.06282},
eprinttype = {arXiv},
eprint = {2110.06282},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06282.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06283,
author = {Zhaowei Zhu and
Zihao Dong and
Yang Liu},
title = {A Good Representation Detects Noisy Labels},
journal = {CoRR},
volume = {abs/2110.06283},
year = {2021},
url = {https://arxiv.org/abs/2110.06283},
eprinttype = {arXiv},
eprint = {2110.06283},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09022,
author = {Hao Cheng and
Zhaowei Zhu and
Xing Sun and
Yang Liu},
title = {Demystifying How Self-Supervised Features Improve Training from Noisy
Labels},
journal = {CoRR},
volume = {abs/2110.09022},
year = {2021},
url = {https://arxiv.org/abs/2110.09022},
eprinttype = {arXiv},
eprint = {2110.09022},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-09022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12088,
author = {Jiaheng Wei and
Zhaowei Zhu and
Hao Cheng and
Tongliang Liu and
Gang Niu and
Yang Liu},
title = {Learning with Noisy Labels Revisited: {A} Study Using Real-World Human
Annotations},
journal = {CoRR},
volume = {abs/2110.12088},
year = {2021},
url = {https://arxiv.org/abs/2110.12088},
eprinttype = {arXiv},
eprint = {2110.12088},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13054,
author = {Yifan Yang and
Yang Liu and
Parinaz Naghizadeh},
title = {Adaptive Data Debiasing through Bounded Exploration and Fairness},
journal = {CoRR},
volume = {abs/2110.13054},
year = {2021},
url = {https://arxiv.org/abs/2110.13054},
eprinttype = {arXiv},
eprint = {2110.13054},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01201,
author = {Reilly Raab and
Yang Liu},
title = {Unintended Selection: Persistent Qualification Rate Disparities and
Interventions},
journal = {CoRR},
volume = {abs/2111.01201},
year = {2021},
url = {https://arxiv.org/abs/2111.01201},
eprinttype = {arXiv},
eprint = {2111.01201},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02746,
author = {Andrew Estornell and
Sanmay Das and
Yang Liu and
Yevgeniy Vorobeychik},
title = {Unfairness Despite Awareness: Group-Fair Classification with Strategic
Agents},
journal = {CoRR},
volume = {abs/2112.02746},
year = {2021},
url = {https://arxiv.org/abs/2112.02746},
eprinttype = {arXiv},
eprint = {2112.02746},
timestamp = {Tue, 30 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SaxenaHDRPL20,
author = {Nripsuta Ani Saxena and
Karen Huang and
Evan DeFilippis and
Goran Radanovic and
David C. Parkes and
Yang Liu},
title = {How do fairness definitions fare? Testing public attitudes towards
three algorithmic definitions of fairness in loan allocations},
journal = {Artif. Intell.},
volume = {283},
pages = {103238},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2020.103238},
doi = {10.1016/J.ARTINT.2020.103238},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SaxenaHDRPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/Zhang00LB20,
author = {Kaiqing Zhang and
Yang Liu and
Ji Liu and
Mingyan Liu and
Tamer Basar},
title = {Distributed learning of average belief over networks using sequential
observations},
journal = {Autom.},
volume = {115},
pages = {108857},
year = {2020},
url = {https://doi.org/10.1016/j.automatica.2020.108857},
doi = {10.1016/J.AUTOMATICA.2020.108857},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/automatica/Zhang00LB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangLL20,
author = {Jingkang Wang and
Yang Liu and
Bo Li},
title = {Reinforcement Learning with Perturbed Rewards},
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 = {6202--6209},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6086},
doi = {10.1609/AAAI.V34I04.6086},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangLL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/TangHL20,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Differentially Private Contextual Dynamic Pricing},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1368--1376},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398919},
doi = {10.5555/3398761.3398919},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/TangHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LuoLWL20,
author = {Tianyi Luo and
Xingyu Li and
Hainan Wang and
Yang Liu},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Research Replication Prediction Using Weakly Supervised Learning},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1464--1474},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.132},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.132},
timestamp = {Tue, 20 Aug 2024 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LuoLWL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Chen0P20,
author = {Yiling Chen and
Yang Liu and
Chara Podimata},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning Strategy-Aware Linear Classifiers},
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/ae87a54e183c075c494c4d397d126a66-Abstract.html},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Chen0P20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TangH020,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Optimal Query Complexity of Secure Stochastic Convex Optimization},
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/6f3a770e5af1fd4cadc5f004b81e1040-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TangH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangTLLK0020,
author = {Xueru Zhang and
Ruibo Tu and
Yang Liu and
Mingyan Liu and
Hedvig Kjellstr{\"{o}}m and
Kun Zhang and
Cheng Zhang},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {How do fair decisions fare in long-term qualification?},
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/d6d231705f96d5a35aeb3a76402e49a3-Abstract.html},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangTLLK0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/LiuWC20,
author = {Yang Liu and
Juntao Wang and
Yiling Chen},
editor = {P{\'{e}}ter Bir{\'{o}} and
Jason D. Hartline and
Michael Ostrovsky and
Ariel D. Procaccia},
title = {Surrogate Scoring Rules},
booktitle = {{EC} '20: The 21st {ACM} Conference on Economics and Computation,
Virtual Event, Hungary, July 13-17, 2020},
pages = {853--871},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3391403.3399488},
doi = {10.1145/3391403.3399488},
timestamp = {Fri, 09 Feb 2024 20:36:00 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/LiuWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10316,
author = {Wei Tang and
Chien{-}Ju Ho and
Yang Liu},
title = {Fair Bandit Learning with Delayed Impact of Actions},
journal = {CoRR},
volume = {abs/2002.10316},
year = {2020},
url = {https://arxiv.org/abs/2002.10316},
eprinttype = {arXiv},
eprint = {2002.10316},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04543,
author = {Yang Liu and
Michael Gordon and
Juntao Wang and
Michael Bishop and
Yiling Chen and
Thomas Pfeiffer and
Charles Twardy and
Domenico Viganola},
title = {Replication Markets: Results, Lessons, Challenges and Opportunities
in {AI} Replication},
journal = {CoRR},
volume = {abs/2005.04543},
year = {2020},
url = {https://arxiv.org/abs/2005.04543},
eprinttype = {arXiv},
eprint = {2005.04543},
timestamp = {Wed, 05 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10596,
author = {Yang Liu and
Jiaheng Wei},
title = {Incentives for Federated Learning: a Hypothesis Elicitation Approach},
journal = {CoRR},
volume = {abs/2007.10596},
year = {2020},
url = {https://arxiv.org/abs/2007.10596},
eprinttype = {arXiv},
eprint = {2007.10596},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-10596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01748,
author = {Jingkang Wang and
Hongyi Guo and
Zhaowei Zhu and
Yang Liu},
title = {Policy Learning Using Weak Supervision},
journal = {CoRR},
volume = {abs/2010.01748},
year = {2020},
url = {https://arxiv.org/abs/2010.01748},
eprinttype = {arXiv},
eprint = {2010.01748},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01748.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02347,
author = {Hao Cheng and
Zhaowei Zhu and
Xingyu Li and
Yifei Gong and
Xing Sun and
Yang Liu},
title = {Learning with Instance-Dependent Label Noise: {A} Sample Sieve Approach},
journal = {CoRR},
volume = {abs/2010.02347},
year = {2020},
url = {https://arxiv.org/abs/2010.02347},
eprinttype = {arXiv},
eprint = {2010.02347},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11300,
author = {Xueru Zhang and
Ruibo Tu and
Yang Liu and
Mingyan Liu and
Hedvig Kjellstr{\"{o}}m and
Kun Zhang and
Cheng Zhang},
title = {How Do Fair Decisions Fare in Long-term Qualification?},
journal = {CoRR},
volume = {abs/2010.11300},
year = {2020},
url = {https://arxiv.org/abs/2010.11300},
eprinttype = {arXiv},
eprint = {2010.11300},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12763,
author = {Zhaowei Zhu and
Jingxuan Zhu and
Ji Liu and
Yang Liu},
title = {Federated Bandit: {A} Gossiping Approach},
journal = {CoRR},
volume = {abs/2010.12763},
year = {2020},
url = {https://arxiv.org/abs/2010.12763},
eprinttype = {arXiv},
eprint = {2010.12763},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00355,
author = {Yatong Chen and
Jialu Wang and
Yang Liu},
title = {Strategic Recourse in Linear Classification},
journal = {CoRR},
volume = {abs/2011.00355},
year = {2020},
url = {https://arxiv.org/abs/2011.00355},
eprinttype = {arXiv},
eprint = {2011.00355},
timestamp = {Sat, 18 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-00379,
author = {Jialu Wang and
Yang Liu and
Caleb C. Levy},
title = {Fair Classification with Group-Dependent Label Noise},
journal = {CoRR},
volume = {abs/2011.00379},
year = {2020},
url = {https://arxiv.org/abs/2011.00379},
eprinttype = {arXiv},
eprint = {2011.00379},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-00379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03687,
author = {Jiaheng Wei and
Yang Liu},
title = {When Optimizing f-divergence is Robust with Label Noise},
journal = {CoRR},
volume = {abs/2011.03687},
year = {2020},
url = {https://arxiv.org/abs/2011.03687},
eprinttype = {arXiv},
eprint = {2011.03687},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-03687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11854,
author = {Zhaowei Zhu and
Tongliang Liu and
Yang Liu},
title = {A Second-Order Approach to Learning with Instance-Dependent Label
Noise},
journal = {CoRR},
volume = {abs/2012.11854},
year = {2020},
url = {https://arxiv.org/abs/2012.11854},
eprinttype = {arXiv},
eprint = {2012.11854},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11854.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Dimitrakakis0PR19,
author = {Christos Dimitrakakis and
Yang Liu and
David C. Parkes and
Goran Radanovic},
title = {Bayesian Fairness},
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 = {509--516},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.3301509},
doi = {10.1609/AAAI.V33I01.3301509},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Dimitrakakis0PR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenLW19,
author = {Yiling Chen and
Yang Liu and
Juntao Wang},
title = {Randomized Wagering Mechanisms},
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 = {1845--1852},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33011845},
doi = {10.1609/AAAI.V33I01.33011845},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/SaxenaHDRPL19,
author = {Nripsuta Ani Saxena and
Karen Huang and
Evan DeFilippis and
Goran Radanovic and
David C. Parkes and
Yang Liu},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {How Do Fairness Definitions Fare?: Examining Public Attitudes Towards
Algorithmic Definitions of Fairness},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {99--106},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314248},
doi = {10.1145/3306618.3314248},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/SaxenaHDRPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/UstunSL19,
author = {Berk Ustun and
Alexander Spangher and
Yang Liu},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {Actionable Recourse in Linear Classification},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {10--19},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287566},
doi = {10.1145/3287560.3287566},
timestamp = {Fri, 26 Mar 2021 16:46:37 +0100},
biburl = {https://dblp.org/rec/conf/fat/UstunSL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UstunLP19,
author = {Berk Ustun and
Yang Liu and
David C. Parkes},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Fairness without Harm: Decoupled Classifiers with Preference Guarantees},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {6373--6382},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/ustun19a.html},
timestamp = {Thu, 18 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UstunLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-13004,
author = {Tianyi Luo and
Yang Liu},
title = {Machine Truth Serum},
journal = {CoRR},
volume = {abs/1909.13004},
year = {2019},
url = {http://arxiv.org/abs/1909.13004},
eprinttype = {arXiv},
eprint = {1909.13004},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03155,
author = {Yang Liu and
Zuyue Fu and
Zhuoran Yang and
Zhaoran Wang},
title = {Credible Sample Elicitation by Deep Learning, for Deep Learning},
journal = {CoRR},
volume = {abs/1910.03155},
year = {2019},
url = {http://arxiv.org/abs/1910.03155},
eprinttype = {arXiv},
eprint = {1910.03155},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-03779,
author = {Juntao Wang and
Yang Liu and
Yiling Chen},
title = {Forecast Aggregation via Peer Prediction},
journal = {CoRR},
volume = {abs/1910.03779},
year = {2019},
url = {http://arxiv.org/abs/1910.03779},
eprinttype = {arXiv},
eprint = {1910.03779},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-03779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1911-04004,
author = {Yiling Chen and
Yang Liu and
Chara Podimata},
title = {Grinding the Space: Learning to Classify Against Strategic Agents},
journal = {CoRR},
volume = {abs/1911.04004},
year = {2019},
url = {http://arxiv.org/abs/1911.04004},
eprinttype = {arXiv},
eprint = {1911.04004},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/HeL18,
author = {Wenwu He and
Yang Liu},
title = {To regularize or not: Revisiting {SGD} with simple algorithms and
experimental studies},
journal = {Expert Syst. Appl.},
volume = {112},
pages = {1--14},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2018.06.026},
doi = {10.1016/J.ESWA.2018.06.026},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/HeL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuH18,
author = {Yang Liu and
Chien{-}Ju Ho},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Incentivizing High Quality User Contributions: New Arm Generation
in Bandit Learning},
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 = {1146--1153},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11464},
doi = {10.1609/AAAI.V32I1.11464},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LiuLB18,
author = {Yang Liu and
Ji Liu and
Tamer Basar},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Gossip Gradient Descent},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {1995--1997},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238049},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/LiuLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LiuLB18,
author = {Yang Liu and
Ji Liu and
Tamer Basar},
title = {Differentially Private Gossip Gradient Descent},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {2777--2782},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619437},
doi = {10.1109/CDC.2018.8619437},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/LiuLB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuLZLL18,
author = {Zehong Hu and
Yitao Liang and
Jie Zhang and
Zhao Li and
Yang Liu},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Inference Aided Reinforcement Learning for Incentive Mechanism Design
in Crowdsourcing},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {5512--5522},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f2e43fa3400d826df4195a9ac70dca62-Abstract.html},
timestamp = {Thu, 01 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuLZLL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhengWLC18,
author = {Shuran Zheng and
Bo Waggoner and
Yang Liu and
Yiling Chen},
editor = {Amir Globerson and
Ricardo Silva},
title = {Active Information Acquisition for Linear Optimization},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {167--176},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/57.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhengWLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/XiaoSLLLD18,
author = {Chaowei Xiao and
Armin Sarabi and
Yang Liu and
Bo Li and
Mingyan Liu and
Tudor Dumitras},
editor = {William Enck and
Adrienne Porter Felt},
title = {From Patching Delays to Infection Symptoms: Using Risk Profiles for
an Early Discovery of Vulnerabilities Exploited in the Wild},
booktitle = {27th {USENIX} Security Symposium, {USENIX} Security 2018, Baltimore,
MD, USA, August 15-17, 2018},
pages = {903--918},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/usenixsecurity18/presentation/xiao},
timestamp = {Mon, 01 Feb 2021 08:43:20 +0100},
biburl = {https://dblp.org/rec/conf/uss/XiaoSLLLD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09158,
author = {Yang Liu and
Yiling Chen},
title = {Surrogate Scoring Rules and a Dominant Truth Serum for Information
Elicitation},
journal = {CoRR},
volume = {abs/1802.09158},
year = {2018},
url = {http://arxiv.org/abs/1802.09158},
eprinttype = {arXiv},
eprint = {1802.09158},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00206,
author = {Zehong Hu and
Yitao Liang and
Yang Liu and
Jie Zhang},
title = {Inference Aided Reinforcement Learning for Incentive Mechanism Design
in Crowdsourcing},
journal = {CoRR},
volume = {abs/1806.00206},
year = {2018},
url = {http://arxiv.org/abs/1806.00206},
eprinttype = {arXiv},
eprint = {1806.00206},
timestamp = {Wed, 29 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04136,
author = {Yiling Chen and
Yang Liu and
Juntao Wang},
title = {Randomized Wagering Mechanisms},
journal = {CoRR},
volume = {abs/1809.04136},
year = {2018},
url = {http://arxiv.org/abs/1809.04136},
eprinttype = {arXiv},
eprint = {1809.04136},
timestamp = {Fri, 21 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-06514,
author = {Berk Ustun and
Alexander Spangher and
Yang Liu},
title = {Actionable Recourse in Linear Classification},
journal = {CoRR},
volume = {abs/1809.06514},
year = {2018},
url = {http://arxiv.org/abs/1809.06514},
eprinttype = {arXiv},
eprint = {1809.06514},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-06514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01032,
author = {Jingkang Wang and
Yang Liu and
Bo Li},
title = {Reinforcement Learning with Perturbed Rewards},
journal = {CoRR},
volume = {abs/1810.01032},
year = {2018},
url = {http://arxiv.org/abs/1810.01032},
eprinttype = {arXiv},
eprint = {1810.01032},
timestamp = {Mon, 23 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-01032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-03654,
author = {Nripsuta Saxena and
Karen Huang and
Evan DeFilippis and
Goran Radanovic and
David C. Parkes and
Yang Liu},
title = {How Do Fairness Definitions Fare? Examining Public Attitudes Towards
Algorithmic Definitions of Fairness},
journal = {CoRR},
volume = {abs/1811.03654},
year = {2018},
url = {http://arxiv.org/abs/1811.03654},
eprinttype = {arXiv},
eprint = {1811.03654},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-03654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-07799,
author = {Kaiqing Zhang and
Yang Liu and
Ji Liu and
Mingyan Liu and
Tamer Basar},
title = {Distributed Learning of Average Belief Over Networks Using Sequential
Observations},
journal = {CoRR},
volume = {abs/1811.07799},
year = {2018},
url = {http://arxiv.org/abs/1811.07799},
eprinttype = {arXiv},
eprint = {1811.07799},
timestamp = {Tue, 16 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-07799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeKZL17,
author = {Wenwu He and
James Tin{-}Yau Kwok and
Ji Zhu and
Yang Liu},
title = {A Note on the Unification of Adaptive Online Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {5},
pages = {1178--1191},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2527053},
doi = {10.1109/TNNLS.2016.2527053},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HeKZL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/LiuL17a,
author = {Yang Liu and
Mingyan Liu},
title = {An Online Learning Approach to Improving the Quality of Crowd-Sourcing},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {25},
number = {4},
pages = {2166--2179},
year = {2017},
url = {https://doi.org/10.1109/TNET.2017.2680245},
doi = {10.1109/TNET.2017.2680245},
timestamp = {Tue, 26 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/LiuL17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuC17,
author = {Yang Liu and
Yiling Chen},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Sequential Peer Prediction: Learning to Elicit Effort using Posted
Prices},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {607--613},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10619},
doi = {10.1609/AAAI.V31I1.10619},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/LiuLBL17,
author = {Yang Liu and
Ji Liu and
Tamer Basar and
Mingyan Liu},
title = {Distributed belief averaging using sequential observations},
booktitle = {2017 American Control Conference, {ACC} 2017, Seattle, WA, USA, May
24-26, 2017},
pages = {680--685},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/ACC.2017.7963031},
doi = {10.23919/ACC.2017.7963031},
timestamp = {Fri, 03 Dec 2021 13:04:31 +0100},
biburl = {https://dblp.org/rec/conf/amcc/LiuLBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/LiuLNB17,
author = {Ji Liu and
Yang Liu and
Angelia Nedic and
Tamer Basar},
title = {An approach to distributed parametric learning with streaming data},
booktitle = {56th {IEEE} Annual Conference on Decision and Control, {CDC} 2017,
Melbourne, Australia, December 12-15, 2017},
pages = {3206--3211},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/CDC.2017.8264129},
doi = {10.1109/CDC.2017.8264129},
timestamp = {Fri, 04 Mar 2022 13:29:55 +0100},
biburl = {https://dblp.org/rec/conf/cdc/LiuLNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuL17,
author = {Yang Liu and
Mingyan Liu},
editor = {Carles Sierra},
title = {Crowd Learning: Improving Online Decision Making Using Crowdsourced
Data},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {317--323},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/45},
doi = {10.24963/IJCAI.2017/45},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/LiuC17,
author = {Yang Liu and
Yiling Chen},
editor = {Constantinos Daskalakis and
Moshe Babaioff and
Herv{\'{e}} Moulin},
title = {Machine-Learning Aided Peer Prediction},
booktitle = {Proceedings of the 2017 {ACM} Conference on Economics and Computation,
{EC} '17, Cambridge, MA, USA, June 26-30, 2017},
pages = {63--80},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3033274.3085126},
doi = {10.1145/3033274.3085126},
timestamp = {Mon, 30 Jan 2023 21:01:44 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/LiuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Liu17,
author = {Yang Liu},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Fair Optimal Stopping Policy for Matching with Mediator},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/207.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/Liu17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DimitrakakisLPR17,
author = {Christos Dimitrakakis and
Yang Liu and
David C. Parkes and
Goran Radanovic},
title = {Subjective fairness: Fairness is in the eye of the beholder},
journal = {CoRR},
volume = {abs/1706.00119},
year = {2017},
url = {http://arxiv.org/abs/1706.00119},
eprinttype = {arXiv},
eprint = {1706.00119},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/DimitrakakisLPR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuRDMP17,
author = {Yang Liu and
Goran Radanovic and
Christos Dimitrakakis and
Debmalya Mandal and
David C. Parkes},
title = {Calibrated Fairness in Bandits},
journal = {CoRR},
volume = {abs/1707.01875},
year = {2017},
url = {http://arxiv.org/abs/1707.01875},
eprinttype = {arXiv},
eprint = {1707.01875},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuRDMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-10061,
author = {Shuran Zheng and
Bo Waggoner and
Yang Liu and
Yiling Chen},
title = {Active Information Acquisition for Linear Optimization},
journal = {CoRR},
volume = {abs/1709.10061},
year = {2017},
url = {http://arxiv.org/abs/1709.10061},
eprinttype = {arXiv},
eprint = {1709.10061},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-10061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cybersecurity/SarabiN0L16,
author = {Armin Sarabi and
Parinaz Naghizadeh and
Yang Liu and
Mingyan Liu},
title = {Risky business: Fine-grained data breach prediction using business
profiles},
journal = {J. Cybersecur.},
volume = {2},
number = {1},
pages = {15--28},
year = {2016},
url = {https://doi.org/10.1093/cybsec/tyw004},
doi = {10.1093/CYBSEC/TYW004},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cybersecurity/SarabiN0L16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuL16,
author = {Yang Liu and
Mingyan Liu},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Finding One's Best Crowd: Online Learning By Exploiting Source Similarity},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1895--1901},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10273},
doi = {10.1609/AAAI.V30I1.10273},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuC16,
author = {Yang Liu and
Yiling Chen},
editor = {Subbarao Kambhampati},
title = {Learning to Incentivize: Eliciting Effort via Output Agreement},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3782--3788},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/532},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuC16,
author = {Yang Liu and
Yiling Chen},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {A Bandit Framework for Strategic Regression},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1813--1821},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/d79aac075930c83c2f1e369a511148fe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuC16a,
author = {Yang Liu and
Yiling Chen},
title = {Learning to Incentivize: Eliciting Effort via Output Agreement},
journal = {CoRR},
volume = {abs/1604.04928},
year = {2016},
url = {http://arxiv.org/abs/1604.04928},
eprinttype = {arXiv},
eprint = {1604.04928},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuC16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuC16c,
author = {Yang Liu and
Yiling Chen},
title = {Sequential Peer Prediction: Learning to Elicit Effort using Posted
Prices},
journal = {CoRR},
volume = {abs/1611.09219},
year = {2016},
url = {http://arxiv.org/abs/1611.09219},
eprinttype = {arXiv},
eprint = {1611.09219},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuC16c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/LiuL15,
author = {Yang Liu and
Mingyan Liu},
title = {To Stay or To Switch: Multiuser Multi-Channel Dynamic Access},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {14},
number = {4},
pages = {858--871},
year = {2015},
url = {https://doi.org/10.1109/TMC.2014.2333739},
doi = {10.1109/TMC.2014.2333739},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/LiuL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/LiuZSLKB15,
author = {Yang Liu and
Jing Zhang and
Armin Sarabi and
Mingyan Liu and
Manish Karir and
Michael D. Bailey},
editor = {Stephen Huang and
Rakesh M. Verma},
title = {Predicting Cyber Security Incidents Using Feature-Based Characterization
of Network-Level Malicious Activities},
booktitle = {Proceedings of the 2015 {ACM} International Workshop on International
Workshop on Security and Privacy Analytics, IWSPA@CODASPY 2015, San
Antonio, TX, USA, March 4, 2015},
pages = {3--9},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2713579.2713582},
doi = {10.1145/2713579.2713582},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/codaspy/LiuZSLKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/0018L15,
author = {Yang Liu and
Mingyan Liu},
title = {Detecting hidden cliques from noisy observations},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {3891--3895},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7178700},
doi = {10.1109/ICASSP.2015.7178700},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/0018L15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/0018OL15,
author = {Yang Liu and
Yi Ouyang and
Mingyan Liu},
title = {Optimal relay selection with non-negligible probing time},
booktitle = {2015 {IEEE} International Conference on Communications, {ICC} 2015,
London, United Kingdom, June 8-12, 2015},
pages = {2227--2232},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICC.2015.7248656},
doi = {10.1109/ICC.2015.7248656},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/0018OL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/Sheng0L15,
author = {Shang{-}Pin Sheng and
Yang Liu and
Mingyan Liu},
title = {A regulated oligopoly multi-market model for trading smart data},
booktitle = {2015 {IEEE} Conference on Computer Communications Workshops, {INFOCOM}
Workshops, Hong Kong, China, April 26 - May 1, 2015},
pages = {510--515},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/INFCOMW.2015.7179436},
doi = {10.1109/INFCOMW.2015.7179436},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/Sheng0L15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/LiuL15,
author = {Yang Liu and
Mingyan Liu},
editor = {Sherman X. Shen and
Youxian Sun and
Jiming Chen and
Junshan Zhang and
Gil Zussman},
title = {An Online Approach to Dynamic Channel Access and Transmission Scheduling},
booktitle = {Proceedings of the 16th {ACM} International Symposium on Mobile Ad
Hoc Networking and Computing, MobiHoc 2015, Hangzhou, China, June
22-25, 2015},
pages = {187--196},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2746285.2746287},
doi = {10.1145/2746285.2746287},
timestamp = {Mon, 24 Aug 2020 18:01:28 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/LiuL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmetrics/0018L15,
author = {Yang Liu and
Mingyan Liu},
editor = {Bill Lin and
Jun (Jim) Xu and
Sudipta Sengupta and
Devavrat Shah},
title = {An Online Learning Approach to Improving the Quality of Crowd-Sourcing},
booktitle = {Proceedings of the 2015 {ACM} {SIGMETRICS} International Conference
on Measurement and Modeling of Computer Systems, Portland, OR, USA,
June 15-19, 2015},
pages = {217--230},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2745844.2745874},
doi = {10.1145/2745844.2745874},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmetrics/0018L15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/LiuSZNKBL15,
author = {Yang Liu and
Armin Sarabi and
Jing Zhang and
Parinaz Naghizadeh and
Manish Karir and
Michael D. Bailey and
Mingyan Liu},
editor = {Jaeyeon Jung and
Thorsten Holz},
title = {Cloudy with a Chance of Breach: Forecasting Cyber Security Incidents},
booktitle = {24th {USENIX} Security Symposium, {USENIX} Security 15, Washington,
D.C., USA, August 12-14, 2015},
pages = {1009--1024},
publisher = {{USENIX} Association},
year = {2015},
url = {https://www.usenix.org/conference/usenixsecurity15/technical-sessions/presentation/liu},
timestamp = {Mon, 20 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uss/LiuSZNKBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/weis/SarabiNLL15,
author = {Armin Sarabi and
Parinaz Naghizadeh and
Yang Liu and
Mingyan Liu},
title = {Prioritizing Security Spending: {A} Quantitative Analysis of Risk
Distributions for Different Business Profiles},
booktitle = {14th Annual Workshop on the Economics of Information Security, {WEIS}
2015, Delft, The Netherlands, 22-23 June, 2015},
year = {2015},
url = {http://www.econinfosec.org/archive/weis2015/papers/WEIS\_2015\_sarabi.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/weis/SarabiNLL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0018OL15,
author = {Yang Liu and
Yi Ouyang and
Mingyan Liu},
title = {Optimal Relay Selection with Non-negligible Probing Time},
journal = {CoRR},
volume = {abs/1502.02376},
year = {2015},
url = {http://arxiv.org/abs/1502.02376},
eprinttype = {arXiv},
eprint = {1502.02376},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0018OL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0018L15,
author = {Yang Liu and
Mingyan Liu},
title = {An Online Approach to Dynamic Channel Access and Transmission Scheduling},
journal = {CoRR},
volume = {abs/1504.01050},
year = {2015},
url = {http://arxiv.org/abs/1504.01050},
eprinttype = {arXiv},
eprint = {1504.01050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0018L15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/LiuLA14,
author = {Yang Liu and
Mingyan Liu and
Sahand Haji Ali Ahmad},
title = {Sufficient Conditions on the Optimality of Myopic Sensing in Opportunistic
Channel Access: {A} Unifying Framework},
journal = {{IEEE} Trans. Inf. Theory},
volume = {60},
number = {8},
pages = {4922--4940},
year = {2014},
url = {https://doi.org/10.1109/TIT.2014.2325567},
doi = {10.1109/TIT.2014.2325567},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/LiuLA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0018L14,
author = {Yang Liu and
Mingyan Liu},
title = {Detecting hidden propagation structure and its application to analyzing
phishing},
booktitle = {International Conference on Data Science and Advanced Analytics, {DSAA}
2014, Shanghai, China, October 30 - November 1, 2014},
pages = {184--190},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/DSAA.2014.7058071},
doi = {10.1109/DSAA.2014.7058071},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/0018L14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/LiuLD14,
author = {Yang Liu and
Mingyan Liu and
Jing Deng},
title = {Revisiting optimal power control: Dual effects of {SNR} and contention},
booktitle = {12th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2014, Hammamet, Tunisia, May
12-16, 2014},
pages = {143--150},
publisher = {{IEEE}},
year = {2014},
url = {https://dl.ifip.org/db/conf/wiopt/wiopt2014/LiuLD14.pdf},
doi = {10.1109/WIOPT.2014.6850292},
timestamp = {Thu, 09 Dec 2021 12:24:09 +0100},
biburl = {https://dblp.org/rec/conf/wiopt/LiuLD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/LiuLD13,
author = {Yang Liu and
Mingyan Liu and
Jing Deng},
title = {Evaluating Opportunistic Multi-Channel {MAC:} Is Diversity Gain Worth
the Pain?},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {31},
number = {11},
pages = {2301--2311},
year = {2013},
url = {https://doi.org/10.1109/JSAC.2013.131122},
doi = {10.1109/JSAC.2013.131122},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsac/LiuLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/LiuL13,
author = {Yang Liu and
Mingyan Liu},
title = {Group learning and opinion diffusion in a broadcast network},
booktitle = {51st Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2013, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, October 2-4, 2013},
pages = {1509--1516},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/Allerton.2013.6736706},
doi = {10.1109/ALLERTON.2013.6736706},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/LiuL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiuL13,
author = {Yang Liu and
Mingyan Liu},
title = {To stay or to switch: Multiuser dynamic channel access},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2013, Turin, Italy, April 14-19,
2013},
pages = {1249--1257},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/INFCOM.2013.6566917},
doi = {10.1109/INFCOM.2013.6566917},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiuL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLA13,
author = {Yang Liu and
Mingyan Liu and
Sahand Haji Ali Ahmad},
title = {Sufficient Conditions on the Optimality of Myopic Sensing in Opportunistic
Channel Access: {A} Unifying Framework},
journal = {CoRR},
volume = {abs/1309.3692},
year = {2013},
url = {http://arxiv.org/abs/1309.3692},
eprinttype = {arXiv},
eprint = {1309.3692},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuLA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuL13d,
author = {Yang Liu and
Mingyan Liu},
title = {Group Learning and Opinion Diffusion in a Broadcast Network},
journal = {CoRR},
volume = {abs/1309.3697},
year = {2013},
url = {http://arxiv.org/abs/1309.3697},
eprinttype = {arXiv},
eprint = {1309.3697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuL13d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuL13e,
author = {Yang Liu and
Mingyan Liu},
title = {To Stay Or To Switch: Multiuser Dynamic Channel Access},
journal = {CoRR},
volume = {abs/1309.3704},
year = {2013},
url = {http://arxiv.org/abs/1309.3704},
eprinttype = {arXiv},
eprint = {1309.3704},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuL13e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLD13,
author = {Yang Liu and
Mingyan Liu and
Jing Deng},
title = {Revisiting Optimal Power Control: its Dual Effect on {SNR} and Contention},
journal = {CoRR},
volume = {abs/1309.3716},
year = {2013},
url = {http://arxiv.org/abs/1309.3716},
eprinttype = {arXiv},
eprint = {1309.3716},
timestamp = {Tue, 03 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiuLD12,
author = {Yang Liu and
Mingyan Liu and
Jing Deng},
editor = {Albert G. Greenberg and
Kazem Sohraby},
title = {Is diversity gain worth the pain: {A} delay comparison between opportunistic
multi-channel {MAC} and single-channel {MAC}},
booktitle = {Proceedings of the {IEEE} {INFOCOM} 2012, Orlando, FL, USA, March
25-30, 2012},
pages = {2921--2925},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/INFCOM.2012.6195730},
doi = {10.1109/INFCOM.2012.6195730},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiuLD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEias/LiuWT10,
author = {Yang Liu and
Yue Wu and
Junhua Tang},
title = {Two tier detection model for misbehavior of low-power nodes in virtual
{MIMO} based wireless networks},
booktitle = {Sixth International Conference on Information Assurance and Security,
{IAS} 2010, Atlanta, GA, USA, August 23-25, 2010},
pages = {155--160},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISIAS.2010.5604051},
doi = {10.1109/ISIAS.2010.5604051},
timestamp = {Thu, 08 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEias/LiuWT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/SunWWLLT10,
author = {Donglai Sun and
Yue Wu and
Tian Wu and
Yang Liu and
Ning Liu and
Junhua Tang},
title = {Design and Construction of a Prototype Secure Wireless Mesh Network
Testbed},
booktitle = {24th {IEEE} International Conference on Advanced Information Networking
and Applications Workshops, {WAINA} 2010, Perth, Australia, 20-13
April 2010},
pages = {345--350},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/WAINA.2010.177},
doi = {10.1109/WAINA.2010.177},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aina/SunWWLLT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/LiuYW09,
author = {Yang Liu and
Ping Yi and
Yue Wu},
title = {Efficient implementation of {FIR} type time domain equalizers for
{MIMO} wireless channels via {M-LESQ}},
booktitle = {Proceedings of the {IEEE} 20th International Symposium on Personal,
Indoor and Mobile Radio Communications, {PIMRC} 2009, 13-16 September
2009, Tokyo, Japan},
pages = {286--290},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/PIMRC.2009.5450173},
doi = {10.1109/PIMRC.2009.5450173},
timestamp = {Thu, 09 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/LiuYW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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