Runlong Zhou - RankMe

23 papers A* 5Journal 17Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models. CoRR Runlong Zhou, Yi Zhang
2025	J	`jnl`	Extragradient Preference Optimization (EGPO): Beyond Last-Iterate Convergence for Nash Learning from Human Feedback. CoRR Runlong Zhou, Maryam Fazel, Simon S. Du
2025	J	`jnl`	RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments. CoRR Zhiyuan Zeng, Hamish Ivison, Yiping Wang, Lifan Yuan, Shuyue Stella Li, Zhuorui Ye, Siting Li, Jacqueline He, Runlong Zhou, Tong Chen, Chenyang Zhao, Yulia Tsvetkov, Simon Shaolei Du, Natasha Jaques, Hao Peng, Pang Wei Koh, Hannaneh Hajishirzi
2025	J	`jnl`	Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs. CoRR Shulun Chen, Runlong Zhou, Zihan Zhang, Maryam Fazel, Simon S. Du
2025	A*	`conf`	The Crucial Role of Samplers in Online Direct Preference Optimization. ICLR Ruizhe Shi, Runlong Zhou, Simon Shaolei Du
2025	J	`jnl`	The Ramon Llull's Thinking Machine for Automated Ideation. CoRR Xinran Zhao, Boyuan Zheng, Chenglei Si, Haofei Yu, Ken Liu, Runlong Zhou, Ruochen Li, Tong Chen, Xiang Li, Yiming Zhang, Tongshuang Wu
2025	J	`jnl`	Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO. CoRR Ruizhe Shi, Minhak Song, Runlong Zhou, Zihan Zhang, Maryam Fazel, Simon S. Du
2025	J	`jnl`	Unregularized Linear Convergence in Zero-Sum Game from Preference Feedback. CoRR Shulun Chen, Runlong Zhou, Zihan Zhang, Maryam Fazel, Simon S. Du
2024	A*	`conf`	Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning. ICLR Zhaoyi Zhou, Chuning Zhu, Runlong Zhou, Qiwen Cui, Abhishek Gupta, Simon Shaolei Du
2024	J	`jnl`	Multi-Agent Reinforcement Learning from Human Feedback: Data Coverage and Algorithmic Techniques. CoRR Natalia Zhang, Xinqi Wang, Qiwen Cui, Runlong Zhou, Sham M. Kakade, Simon S. Du
2024	—	`conf`	Reflect-RL: Two-Player Online RL Fine-Tuning for LMs. ACL (1) Runlong Zhou, Simon S. Du, Beibin Li
2024	J	`jnl`	Reflect-RL: Two-Player Online RL Fine-Tuning for LMs. CoRR Runlong Zhou, Simon S. Du, Beibin Li
2024	J	`jnl`	The Crucial Role of Samplers in Online Direct Preference Optimization. CoRR Ruizhe Shi, Runlong Zhou, Simon S. Du
2024	J	`jnl`	Transformers are Efficient Compilers, Provably. CoRR Xiyu Zhai, Runlong Zhou, Liao Zhang, Simon Shaolei Du
2023	J	`jnl`	Free from Bellman Completeness: Trajectory Stitching via Model-based Return-conditioned Supervised Learning. CoRR Zhaoyi Zhou, Chuning Zhu, Runlong Zhou, Qiwen Cui, Abhishek Gupta, Simon Shaolei Du
2023	A*	`conf`	Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes. ICML Runlong Zhou, Ruosong Wang, Simon Shaolei Du
2023	A*	`conf`	Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments. ICML Runlong Zhou, Zihan Zhang, Simon Shaolei Du
2023	J	`jnl`	Sharp Variance-Dependent Bounds in Reinforcement Learning: Best of Both Worlds in Stochastic and Deterministic Environments. CoRR Runlong Zhou, Zihan Zhang, Simon S. Du
2023	J	`jnl`	Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization. Trans. Mach. Learn. Res. Runlong Zhou, Zelin He, Yuandong Tian, Yi Wu, Simon Shaolei Du
2022	J	`jnl`	Horizon-Free Reinforcement Learning for Latent Markov Decision Processes. CoRR Runlong Zhou, Ruosong Wang, Simon S. Du
2022	J	`jnl`	Understanding Curriculum Learning in Policy Optimization for Solving Combinatorial Optimization Problems. CoRR Runlong Zhou, Yuandong Tian, Yi Wu, Simon S. Du
2021	A*	`conf`	Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret. NeurIPS Jean Tarbouriech, Runlong Zhou, Simon S. Du, Matteo Pirotta, Michal Valko, Alessandro Lazaric
2021	J	`jnl`	Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret. CoRR Jean Tarbouriech, Runlong Zhou, Simon S. Du, Matteo Pirotta, Michal Valko, Alessandro Lazaric