Chuheng Zhang - RankMe

56 papers A* 14A 7Journal 33Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Primal-Dual Approach to Constrained Markov Decision Processes with Applications to Queue Scheduling and Inventory Management. Manag. Sci. Yi Chen, Jing Dong, Zhaoran Wang, Chuheng Zhang
2026	J	`jnl`	ALOE: Action-Level Off-Policy Evaluation for Vision-Language-Action Model Post-Training. CoRR Rushuai Yang, Hecheng Wang, Chiming Liu, Xiaohan Yan, Yunlong Wang, Xuan Du, Shuoyu Yue, Yongcheng Liu, Chuheng Zhang, Lizhe Qi, Yi Chen, Wei Shan, Maoqing Yao
2026	J	`jnl`	ChatAD: Reasoning-Enhanced Time-Series Anomaly Detection with Multi-Turn Instruction Evolution. CoRR Hui Sun, Chang Xu, Haonan Xie, Hao Li, Yuhao Huang, Chuheng Zhang, Ming Jin, Xiaoguang Liu, Gang Wang, Jiang Bian
2025	A*	`conf`	AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence. ICML Yuliang Liu, Junjie Lu, Chaofeng Qu, Zhaoling Chen, Zefan Cai, Jason Klein Liu, Chonghan Liu, Yunhui Xia, Li Zhao, Jiang Bian, Chuheng Zhang, Wei Shen, Zhouhan Lin
2025	J	`jnl`	AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence. CoRR Yuliang Liu, Junjie Lu, Zhaoling Chen, Chaofeng Qu, Jason Klein Liu, Chonghan Liu, Zefan Cai, Yunhui Xia, Li Zhao, Jiang Bian, Chuheng Zhang, Wei Shen, Zhouhan Lin
2025	J	`jnl`	Beyond Human Demonstrations: Diffusion-Based Reinforcement Learning to Generate Data for VLA Training. CoRR Rushuai Yang, Hangxing Wei, Ran Zhang, Zhiyuan Feng, Xiaoyu Chen, Tong Li, Chuheng Zhang, Li Zhao, Jiang Bian, Xiu Su, Yi Chen
2025	J	`jnl`	Discover, Learn, and Reinforce: Scaling Vision-Language-Action Pretraining with Diverse RL-Generated Trajectories. CoRR Rushuai Yang, Zhiyuan Feng, Tianxiang Zhang, Kaixin Wang, Chuheng Zhang, Li Zhao, Xiu Su, Yi Chen, Jiang Bian
2025	—	`conf`	FactorMAD: A Multi-Agent Debate Framework Based on Large Language Models for Interpretable Stock Alpha Factor Mining. ICAIF Yitong Duan, Chuheng Zhang, Jian Li
2025	J	`jnl`	How Do VLAs Effectively Inherit from VLMs? CoRR Chuheng Zhang, Rushuai Yang, Xiaoyu Chen, Kaixin Wang, Li Zhao, Yi Chen, Jiang Bian
2025	J	`jnl`	PIG-Nav: Key Insights for Pretrained Image Goal Navigation Models. CoRR Jiansong Wan, Chengming Zhou, Jinkua Liu, Xiangge Huang, Xiaoyu Chen, Xiaohan Yi, Qisen Yang, Baiting Zhu, Xin-Qiang Cai, Lixing Liu, Rushuai Yang, Chuheng Zhang, Sherif Abdelfattah, Hayong Shin, Pushi Zhang, Li Zhao, Jiang Bian
2025	A*	`conf`	Policy Filtration for RLHF to Mitigate Noise in Reward Models. ICML Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian
2025	J	`jnl`	Reward-Driven Interaction: Enhancing Proactive Dialogue Agents through User Satisfaction Prediction. CoRR Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Xiaolong Xu, Wanchun Dou
2025	J	`jnl`	What Do Latent Action Models Actually Learn? CoRR Chuheng Zhang, Tim Pearce, Pushi Zhang, Kaixin Wang, Xiaoyu Chen, Wei Shen, Li Zhao, Jiang Bian
2025	J	`jnl`	villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models. CoRR Xiaoyu Chen, Hangxing Wei, Pushi Zhang, Chuheng Zhang, Kaixin Wang, Yanjiang Guo, Rushuai Yang, Yucen Wang, Xinquan Xiao, Li Zhao, Jianyu Chen, Jiang Bian
2024	J	`jnl`	ARO: Large Language Model Supervised Robotics Text2Skill Autonomous Learning. CoRR Yiwen Chen, Yuyao Ye, Ziyi Chen, Chuheng Zhang, Marcelo H. Ang
2024	A*	`conf`	Diversification of Adaptive Policy for Effective Offline Reinforcement Learning. IJCAI Yunseon Choi, Li Zhao, Chuheng Zhang, Lei Song, Jiang Bian, Kee-Eung Kim
2024	J	`jnl`	Empowering Large Language Models on Robotic Manipulation with Affordance Prompting. CoRR Guangran Cheng, Chuheng Zhang, Wenzhe Cai, Li Zhao, Changyin Sun, Jiang Bian
2024	—	`conf`	Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL. ACL (1) Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim
2024	J	`jnl`	Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL. CoRR Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim
2024	J	`jnl`	IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI. CoRR Xiaoyu Chen, Junliang Guo, Tianyu He, Chuheng Zhang, Pushi Zhang, Derek Yang, Li Zhao, Jiang Bian
2024	J	`jnl`	Policy Filtration in RLHF to Fine-Tune LLM for Code Generation. CoRR Wei Shen, Chuheng Zhang
2024	A*	`conf`	Whittle Index with Multiple Actions and State Constraint for Inventory Management. ICLR Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian
2023	J	`jnl`	A Versatile Multi-Agent Reinforcement Learning Benchmark for Inventory Management. CoRR Xianliang Yang, Zhihao Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Jiang Bian
2023	A	`conf`	Curriculum Offline Reinforcement Learning. AAMAS Yuanying Cai, Chuheng Zhang, Hanye Zhao, Li Zhao, Jiang Bian
2023	J	`jnl`	Pre-Trained Large Language Models for Industrial Control. CoRR Lei Song, Chuheng Zhang, Li Zhao, Jiang Bian
2023	A*	`conf`	RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. AAAI Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
2023	J	`jnl`	RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. CoRR Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang
2023	A*	`conf`	Robust Situational Reinforcement Learning in Face of Context Disturbances. ICML Jinpeng Zhang, Yufeng Zheng, Chuheng Zhang, Li Zhao, Lei Song, Yuan Zhou, Jiang Bian
2023	A*	`conf`	Towards Generalizable Reinforcement Learning for Trade Execution. IJCAI Chuheng Zhang, Yitong Duan, Xiaoyu Chen, Jianyu Chen, Jian Li, Li Zhao
2023	J	`jnl`	Towards Generalizable Reinforcement Learning for Trade Execution. CoRR Chuheng Zhang, Yitong Duan, Xiaoyu Chen, Jianyu Chen, Jian Li, Li Zhao
2022	A	`conf`	A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CIKM Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
2022	J	`jnl`	A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. CoRR Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie
2022	A*	`conf`	Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. WWW Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2022	A*	`conf`	Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. SIGIR Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2022	J	`jnl`	Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. CoRR Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2022	A	`conf`	Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CIKM Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
2022	J	`jnl`	Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CoRR Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
2022	A	`conf`	Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations. CIKM Yuanying Cai, Chuheng Zhang, Wei Shen, Xiaonan He, Xuyun Zhang, Longbo Huang
2022	A	`conf`	Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CIKM Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2022	J	`jnl`	Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CoRR Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2022	J	`jnl`	Multi-Agent Reinforcement Learning with Shared Resources for Inventory Management. CoRR Yuandong Ding, Mingxiao Feng, Guozi Liu, Wei Jiang, Chuheng Zhang, Li Zhao, Lei Song, Houqiang Li, Yan Jin, Jiang Bian
2022	A*	`conf`	TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. ICDM Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
2022	J	`jnl`	TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. CoRR Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu
2021	J	`jnl`	Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. CoRR Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
2021	A*	`conf`	Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework. AAAI Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li
2021	A	`conf`	Inductive Matrix Completion Using Graph Autoencoder. CIKM Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu
2021	J	`jnl`	Inductive Matrix Completion Using Graph Autoencoder. CoRR Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu
2021	A*	`conf`	Return-Based Contrastive Representation Learning for Reinforcement Learning. ICLR Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
2021	J	`jnl`	Return-Based Contrastive Representation Learning for Reinforcement Learning. CoRR Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu
2020	A	`conf`	Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing. CIKM Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang
2020	J	`jnl`	Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing. CoRR Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang
2020	A*	`conf`	DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. ICDM Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li
2020	J	`jnl`	DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. CoRR Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li
2020	J	`jnl`	Exploration by Maximizing Rényi Entropy for Zero-Shot Meta RL. CoRR Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li
2020	A*	`conf`	Policy Search by Target Distribution Learning for Continuous Control. AAAI Chuheng Zhang, Yuanqi Li, Jian Li
2019	J	`jnl`	Policy Search by Target Distribution Learning for Continuous Control. CoRR Chuheng Zhang, Yuanqi Li, Jian Li