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Weiqiang Zheng
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Year
Finite-time last-iterate convergence for learning in multi-player games
Y Cai, A Oikonomou, W Zheng
Advances in Neural Information Processing Systems 35, 33904-33919, 2022
83*2022
Accelerated single-call methods for constrained min-max optimization
Y Cai, W Zheng
The 11th International Conference on Learning Representations, 2023
362023
Accelerated algorithms for constrained nonconvex-nonconcave min-max optimization and comonotone inclusion
Y Cai, A Oikonomou, W Zheng
The Forty-first International Conference on Machine Learning (ICML), 2024
31*2024
Uncoupled and Convergent Learning in Two-Player Zero-Sum Markov Games with Bandit Feedback
Y Cai, H Luo, CY Wei, W Zheng
Advances in Neural Information Processing Systems 36, 2024
16*2024
Nash convergence of mean-based learning algorithms in first price auctions
X Deng, X Hu, T Lin, W Zheng
Proceedings of the ACM Web Conference 2022, 141-150, 2022
162022
Doubly optimal no-regret learning in monotone games
Y Cai, W Zheng
International Conference on Machine Learning, 3507-3524, 2023
132023
The Smoothed Complexity of Computing Kemeny and Slater Rankings
L Xia, W Zheng
Proceedings of the AAAI Conference on Artificial Intelligence 35 (6), 5742-5750, 2021
112021
Beyond the worst case: Semi-random complexity analysis of winner determination
L Xia, W Zheng
International Conference on Web and Internet Economics, 330-347, 2022
52022
Near-optimal policy optimization for correlated equilibrium in general-sum Markov games
Y Cai, H Luo, CY Wei, W Zheng
International Conference on Artificial Intelligence and Statistics, 3889-3897, 2024
42024
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
Y Cai, G Farina, J Grand-Clément, C Kroer, CW Lee, H Luo, W Zheng
arXiv preprint arXiv:2406.10631, 2024
32024
Revenue and User Traffic Maximization in Mobile Short-Video Advertising
D Ran, W Zheng, Y Li, K Bian, J Zhang, X Deng
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
12022
COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences
Y Liu, A Oikonomou, W Zheng, Y Cai, A Cohan
arXiv preprint arXiv:2410.23223, 2024
2024
On Tractable Φ-Equilibria in Non-Concave Games
Y Cai, C Daskalakis, H Luo, CY Wei, W Zheng
arXiv preprint arXiv:2403.08171, 2024
2024
Learning Thresholds with Latent Values and Censored Feedback
J Zhang, T Lin, W Zheng, Z Feng, Y Teng, X Deng
The Twelfth International Conference on Learning Representations., 2024
2024
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games
Y Cai, G Farina, J Grand-Clément, C Kroer, CW Lee, H Luo, W Zheng
arXiv preprint arXiv:2311.00676, 2023
2023
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