Shenao Zhang - RankMe

33 papers A* 9Journal 21Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Entropy-Tree: Tree-Based Decoding with Entropy-Guided Exploration. CoRR Longxuan Wei, Yubo Zhang, Zijiao Zhang, Zhihu Wang, Shiwan Zhao, Tianyu Huang, Huiting Zhao, Chenfei Liu, Shenao Zhang, Junchi Yan
2025	J	`jnl`	BP Neural Network-Based Analysis and Prediction of SHM Data of In-Service Concrete Bridge. Int. J. Distributed Sens. Networks Shenao Zhang, Wensheng Jia, Yan Su, Qiwen Jin
2025	A*	`conf`	BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. ICML Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang
2025	J	`jnl`	BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. CoRR Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang
2025	J	`jnl`	Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning. CoRR Shenao Zhang, Yaqing Wang, Yinxiao Liu, Tianqi Liu, Peter Grabowski, Eugene Ie, Zhaoran Wang, Yunxuan Li
2025	J	`jnl`	Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning. CoRR Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang
2025	J	`jnl`	Learning to Reason as Action Abstractions with Scalable Mid-Training RL. CoRR Shenao Zhang, Donghan Yu, Yihao Feng, Bowen Jin, Zhaoran Wang, John Peebles, Zirui Wang
2025	—	`conf`	Offline Reinforcement Learning for LLM Multi-step Reasoning. ACL (Findings) Huaijie Wang, Shibo Hao, Hanze Dong, Shenao Zhang, Yilin Bao, Ziran Yang, Yi Wu
2025	A*	`conf`	Reward-Augmented Data Enhances Direct Preference Alignment of LLMs. ICML Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang
2025	J	`jnl`	Self-Exploring Language Models: Active Preference Elicitation for Online Alignment. Trans. Mach. Learn. Res. Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
2024	A*	`conf`	Adaptive-Gradient Policy Optimization: Enhancing Policy Learning in Non-Smooth Differentiable Simulations. ICML Feng Gao, Liangzhi Shi, Shenao Zhang, Zhaoran Wang, Yi Wu
2024	J	`jnl`	DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs. CoRR Zhihan Liu, Shenao Zhang, Zhaoran Wang
2024	J	`jnl`	Hindsight Planner: A Closed-Loop Few-Shot Planner for Embodied Instruction Following. CoRR Yuxiao Yang, Shenao Zhang, Zhihan Liu, Huaxiu Yao, Zhaoran Wang
2024	J	`jnl`	How Can LLM Guide RL? A Value-Based Approach. CoRR Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang
2024	J	`jnl`	Offline Reinforcement Learning for LLM Multi-Step Reasoning. CoRR Huaijie Wang, Shibo Hao, Hanze Dong, Shenao Zhang, Yilin Bao, Ziran Yang, Yi Wu
2024	A*	`conf`	Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. NeurIPS Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang
2024	J	`jnl`	Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer. CoRR Zhihan Liu, Miao Lu, Shenao Zhang, Boyi Liu, Hongyi Guo, Yingxiang Yang, Jose H. Blanchet, Zhaoran Wang
2024	A*	`conf`	Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents. ICML Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
2024	J	`jnl`	Reward-Augmented Data Enhances Direct Preference Alignment of LLMs. CoRR Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang
2024	J	`jnl`	Self-Exploring Language Models: Active Preference Elicitation for Online Alignment. CoRR Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, Hany Hassan, Zhaoran Wang
2023	A*	`conf`	Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics. ICML Shenao Zhang, Wanxin Jin, Zhaoran Wang
2023	J	`jnl`	Asking Before Action: Gather Information in Embodied Decision Making with Language Models. CoRR Xiaoyu Chen, Shenao Zhang, Pushi Zhang, Li Zhao, Jianyu Chen
2023	—	`conf`	Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoLLAs Shenao Zhang, Li Shen, Lei Han, Li Shen
2023	A*	`conf`	Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration. NeurIPS Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
2023	A*	`conf`	Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms. NeurIPS Shenao Zhang, Boyi Liu, Zhaoran Wang, Tuo Zhao
2023	J	`jnl`	Model-Based Reparameterization Policy Gradient Methods: Theory and Practical Algorithms. CoRR Shenao Zhang, Boyi Liu, Zhaoran Wang, Tuo Zhao
2023	J	`jnl`	One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration. CoRR Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
2023	J	`jnl`	Reason for Future, Act for Now: A Principled Framework for Autonomous LLM Agents with Provable Sample Efficiency. CoRR Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang
2022	A*	`conf`	Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning. NeurIPS Shenao Zhang
2022	J	`jnl`	Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning. CoRR Shenao Zhang
2021	J	`jnl`	Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoRR Shenao Zhang, Li Shen, Lei Han, Li Shen
2021	J	`jnl`	Structure-Regularized Attention for Deformable Object Representation. CoRR Shenao Zhang, Li Shen, Zhifeng Li, Wei Liu
2019	—	`conf`	Gaze Tracking Algorithm Based on Projective Mapping Correction and Gaze Point Compensation in Natural Light. ICCA Dazheng Hu, Huabiao Qin, Hongmei Liu, Shenao Zhang