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@inproceedings{DBLP:conf/icml/Huang0WWZLGHLZL24,
author = {Yue Huang and
Lichao Sun and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Yuan Li and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Hanchi Sun and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bertie Vidgen and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
Joaquin Vanschoren and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yong Chen and
Yue Zhao},
title = {Position: TrustLLM: Trustworthiness in Large Language Models},
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=bWUU0LwwMp},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Huang0WWZLGHLZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05561,
author = {Lichao Sun and
Yue Huang and
Haoran Wang and
Siyuan Wu and
Qihui Zhang and
Chujie Gao and
Yixin Huang and
Wenhan Lyu and
Yixuan Zhang and
Xiner Li and
Zhengliang Liu and
Yixin Liu and
Yijue Wang and
Zhikun Zhang and
Bhavya Kailkhura and
Caiming Xiong and
Chaowei Xiao and
Chunyuan Li and
Eric P. Xing and
Furong Huang and
Hao Liu and
Heng Ji and
Hongyi Wang and
Huan Zhang and
Huaxiu Yao and
Manolis Kellis and
Marinka Zitnik and
Meng Jiang and
Mohit Bansal and
James Zou and
Jian Pei and
Jian Liu and
Jianfeng Gao and
Jiawei Han and
Jieyu Zhao and
Jiliang Tang and
Jindong Wang and
John C. Mitchell and
Kai Shu and
Kaidi Xu and
Kai{-}Wei Chang and
Lifang He and
Lifu Huang and
Michael Backes and
Neil Zhenqiang Gong and
Philip S. Yu and
Pin{-}Yu Chen and
Quanquan Gu and
Ran Xu and
Rex Ying and
Shuiwang Ji and
Suman Jana and
Tianlong Chen and
Tianming Liu and
Tianyi Zhou and
William Wang and
Xiang Li and
Xiangliang Zhang and
Xiao Wang and
Xing Xie and
Xun Chen and
Xuyu Wang and
Yan Liu and
Yanfang Ye and
Yinzhi Cao and
Yue Zhao},
title = {TrustLLM: Trustworthiness in Large Language Models},
journal = {CoRR},
volume = {abs/2401.05561},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05561},
doi = {10.48550/ARXIV.2401.05561},
eprinttype = {arXiv},
eprint = {2401.05561},
timestamp = {Fri, 11 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10398,
author = {Haiyang Liu and
Yang Zhang and
Vidya Saikrishna and
Quanquan Tian and
Kun Zheng},
title = {Prompt Learning for Multi-Label Code Smell Detection: {A} Promising
Approach},
journal = {CoRR},
volume = {abs/2402.10398},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10398},
doi = {10.48550/ARXIV.2402.10398},
eprinttype = {arXiv},
eprint = {2402.10398},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MinH0G23,
author = {Yifei Min and
Jiafan He and
Tianhao Wang and
Quanquan Gu},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication
and Linear Function Approximation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24785--24811},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/min23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/MinH0G23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06446,
author = {Yifei Min and
Jiafan He and
Tianhao Wang and
Quanquan Gu},
title = {Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication
and Linear Function Approximation},
journal = {CoRR},
volume = {abs/2305.06446},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06446},
doi = {10.48550/ARXIV.2305.06446},
eprinttype = {arXiv},
eprint = {2305.06446},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18703,
author = {Chen Ling and
Xujiang Zhao and
Jiaying Lu and
Chengyuan Deng and
Can Zheng and
Junxiang Wang and
Tanmoy Chowdhury and
Yun Li and
Hejie Cui and
Xuchao Zhang and
Tianjiao Zhao and
Amit Panalkar and
Wei Cheng and
Haoyu Wang and
Yanchi Liu and
Zhengzhang Chen and
Haifeng Chen and
Chris White and
Quanquan Gu and
Carl Yang and
Liang Zhao},
title = {Beyond One-Model-Fits-All: {A} Survey of Domain Specialization for
Large Language Models},
journal = {CoRR},
volume = {abs/2305.18703},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18703},
doi = {10.48550/ARXIV.2305.18703},
eprinttype = {arXiv},
eprint = {2305.18703},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/YanRLZCWFTZAWZH22,
author = {Wei Yan and
Xin Ren and
Jianjun Liu and
Li Zhang and
Wangli Chen and
Dong Wang and
Qiang Fu and
Xu Tan and
Xiaoxia Zhang and
Haibin Ai and
Baoqian Wang and
Quanquan Zhi and
Zichen Huang and
Chen Song},
title = {Topographic Reconstruction of the "Tianwen-1" Landing Area on the
Mars Using High Resolution Imaging Camera Images},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {60},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1109/TGRS.2022.3206961},
doi = {10.1109/TGRS.2022.3206961},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/YanRLZCWFTZAWZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MinH0G22,
author = {Yifei Min and
Jiafan He and
Tianhao Wang and
Quanquan Gu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Learning Stochastic Shortest Path with Linear Function Approximation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15584--15629},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/min22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/MinH0G22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/He0MG22,
author = {Jiafan He and
Tianhao Wang and
Yifei Min and
Quanquan Gu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Simple and Provably Efficient Algorithm for Asynchronous Federated
Contextual Linear Bandits},
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/1eaa5146756be028ad6fff1efcc8e6bd-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/He0MG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03106,
author = {Jiafan He and
Tianhao Wang and
Yifei Min and
Quanquan Gu},
title = {A Simple and Provably Efficient Algorithm for Asynchronous Federated
Contextual Linear Bandits},
journal = {CoRR},
volume = {abs/2207.03106},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03106},
doi = {10.48550/ARXIV.2207.03106},
eprinttype = {arXiv},
eprint = {2207.03106},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Jin0XG21,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Quanquan Gu},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Double Explore-then-Commit: Asymptotic Optimality and Beyond},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {2584--2633},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/jin21a.html},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/colt/Jin0XG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jin0SXG21,
author = {Tianyuan Jin and
Pan Xu and
Jieming Shi and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {{MOTS:} Minimax Optimal Thompson Sampling},
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 = {5074--5083},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21d.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jin0SXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JinT0HXG21,
author = {Tianyuan Jin and
Jing Tang and
Pan Xu and
Keke Huang and
Xiaokui Xiao and
Quanquan Gu},
editor = {Marina Meila and
Tong Zhang},
title = {Almost Optimal Anytime Algorithm for Batched Multi-Armed Bandits},
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 = {5065--5073},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jin21c.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JinT0HXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MinWZG21,
author = {Yifei Min and
Tianhao Wang and
Dongruo Zhou and
Quanquan Gu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Variance-Aware Off-Policy Evaluation with Linear Function Approximation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7598--7610},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3e6260b81898beacda3d16db379ed329-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MinWZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangZG21,
author = {Tianhao Wang and
Dongruo Zhou and
Quanquan Gu},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Provably Efficient Reinforcement Learning with Linear Function Approximation
under Adaptivity Constraints},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13524--13536},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/70a32110fff0f26d301e58ebbca9cb9f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangZG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02195,
author = {Tianhao Wang and
Dongruo Zhou and
Quanquan Gu},
title = {Provably Efficient Reinforcement Learning with Linear Function Approximation
Under Adaptivity Constraints},
journal = {CoRR},
volume = {abs/2101.02195},
year = {2021},
url = {https://arxiv.org/abs/2101.02195},
eprinttype = {arXiv},
eprint = {2101.02195},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11960,
author = {Yifei Min and
Tianhao Wang and
Dongruo Zhou and
Quanquan Gu},
title = {Variance-Aware Off-Policy Evaluation with Linear Function Approximation},
journal = {CoRR},
volume = {abs/2106.11960},
year = {2021},
url = {https://arxiv.org/abs/2106.11960},
eprinttype = {arXiv},
eprint = {2106.11960},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11960.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-12727,
author = {Yifei Min and
Jiafan He and
Tianhao Wang and
Quanquan Gu},
title = {Learning Stochastic Shortest Path with Linear Function Approximation},
journal = {CoRR},
volume = {abs/2110.12727},
year = {2021},
url = {https://arxiv.org/abs/2110.12727},
eprinttype = {arXiv},
eprint = {2110.12727},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-12727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/LiuGTXGMN20,
author = {Jinping Liu and
Quanquan Gao and
Zhaohui Tang and
Yongfang Xie and
Weihua Gui and
Tianyu Ma and
Jean Paul Niyoyita},
title = {Online Monitoring of Flotation Froth Bubble-Size Distributions via
Multiscale Deblurring and Multistage Jumping Feature-Fused Full Convolutional
Networks},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {69},
number = {12},
pages = {9618--9633},
year = {2020},
url = {https://doi.org/10.1109/TIM.2020.3006629},
doi = {10.1109/TIM.2020.3006629},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/LiuGTXGMN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09174,
author = {Tianyuan Jin and
Pan Xu and
Xiaokui Xiao and
Quanquan Gu},
title = {Double Explore-then-Commit: Asymptotic Optimality and Beyond},
journal = {CoRR},
volume = {abs/2002.09174},
year = {2020},
url = {https://arxiv.org/abs/2002.09174},
eprinttype = {arXiv},
eprint = {2002.09174},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01803,
author = {Tianyuan Jin and
Pan Xu and
Jieming Shi and
Xiaokui Xiao and
Quanquan Gu},
title = {{MOTS:} Minimax Optimal Thompson Sampling},
journal = {CoRR},
volume = {abs/2003.01803},
year = {2020},
url = {https://arxiv.org/abs/2003.01803},
eprinttype = {arXiv},
eprint = {2003.01803},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/XuWG18,
author = {Pan Xu and
Tianhao Wang and
Quanquan Gu},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Accelerated Stochastic Mirror Descent: From Continuous-time Dynamics
to Discrete-time Algorithms},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1087--1096},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/xu18e.html},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/XuWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XuWG18,
author = {Pan Xu and
Tianhao Wang and
Quanquan Gu},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Continuous and Discrete-time Accelerated Stochastic Mirror Descent
for Strongly Convex Functions},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5488--5497},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xu18g.html},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XuWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TianG17,
author = {Lu Tian and
Quanquan Gu},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Communication-efficient Distributed Sparse Linear Discriminant Analysis},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {1178--1187},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/tian17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TianG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TianXG16,
author = {Lu Tian and
Pan Xu and
Quanquan Gu},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Forward Backward Greedy Algorithms for Multi-Task Learning with Faster
Rates},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/135.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/TianXG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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