Tong Yang

14 papers A* 4A 1Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diffusion Controller: Framework, Algorithms and Parameterization.
CoRR
Tong Yang, Moonkyung Ryu, Chih-Wei Hsu, Guy Tennenholtz, Yuejie Chi, Craig Boutilier, Bo Dai
2025 J jnl
Achieving Logarithmic Regret in KL-Regularized Zero-Sum Markov Games.
CoRR
Anupam Nayak, Tong Yang, Osman Yagan, Gauri Joshi, Yuejie Chi
2025 J jnl
Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL.
CoRR
Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025 A conf
Faster WIND: Accelerating Iterative Best-of-N Distillation for LLM Alignment.
AISTATS
Tong Yang, Jincheng Mei, Hanjun Dai, Zixin Wen, Shicong Cen, Dale Schuurmans, Yuejie Chi, Bo Dai
2025 A* conf
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games.
ICML
Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025 J jnl
Incentivize without Bonus: Provably Efficient Model-based Online Multi-agent RL for Markov Games.
CoRR
Tong Yang, Bo Dai, Lin Xiao, Yuejie Chi
2025 J jnl
Multi-head Transformers Provably Learn Symbolic Multi-step Reasoning via Gradient Descent.
CoRR
Tong Yang, Yu Huang, Yingbin Liang, Yuejie Chi
2025 A* conf
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF.
ICLR
Shicong Cen, Jincheng Mei, Katayoon Goshvadi, Hanjun Dai, Tong Yang, Sherry Yang, Dale Schuurmans, Yuejie Chi, Bo Dai
2024 J jnl
Faster WIND: Accelerating Iterative Best-of-
CoRR
Tong Yang, Jincheng Mei, Hanjun Dai, Zixin Wen, Shicong Cen, Dale Schuurmans, Yuejie Chi, Bo Dai
2024 A* conf
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning.
NeurIPS
Tong Yang, Shicong Cen, Yuting Wei, Yuxin Chen, Yuejie Chi
2024 A* conf
In-Context Learning with Representations: Contextual Generalization of Trained Transformers.
NeurIPS
Tong Yang, Yu Huang, Yingbin Liang, Yuejie Chi
2024 J jnl
In-Context Learning with Representations: Contextual Generalization of Trained Transformers.
CoRR
Tong Yang, Yu Huang, Yingbin Liang, Yuejie Chi
2024 J jnl
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF.
CoRR
Shicong Cen, Jincheng Mei, Katayoon Goshvadi, Hanjun Dai, Tong Yang, Sherry Yang, Dale Schuurmans, Yuejie Chi, Bo Dai
2023 J jnl
Federated Natural Policy Gradient Methods for Multi-task Reinforcement Learning.
CoRR
Tong Yang, Shicong Cen, Yuting Wei, Yuxin Chen, Yuejie Chi