Chuheng Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
9
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence. | 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 | ICML | Policy Filtration for RLHF to Mitigate Noise in Reward Models. | Chuheng Zhang, Wei Shen, Li Zhao, Xuyun Zhang, Xiaolong Xu, Wanchun Dou, Jiang Bian |
| 2024 | ACL | Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL. | Yunseon Choi, Sangmin Bae, Seonghyun Ban, Minchan Jeong, Chuheng Zhang, Lei Song, Li Zhao, Jiang Bian, Kee-Eung Kim |
| 2024 | ICLR | Whittle Index with Multiple Actions and State Constraint for Inventory Management. | Chuheng Zhang, Xiangsen Wang, Wei Jiang, Xianliang Yang, Siwei Wang, Lei Song, Jiang Bian |
| 2024 | IJCAI | Diversification of Adaptive Policy for Effective Offline Reinforcement Learning. | Yunseon Choi, Li Zhao, Chuheng Zhang, Lei Song, Jiang Bian, Kee-Eung Kim |
| 2023 | AAAI | RePreM: Representation Pre-training with Masked Model for Reinforcement Learning. | Yuanying Cai, Chuheng Zhang, Wei Shen, Xuyun Zhang, Wenjie Ruan, Longbo Huang |
| 2023 | ICML | Robust Situational Reinforcement Learning in Face of Context Disturbances. | Jinpeng Zhang, Yufeng Zheng, Chuheng Zhang, Li Zhao, Lei Song, Yuan Zhou, Jiang Bian |
| 2023 | IJCAI | Towards Generalizable Reinforcement Learning for Trade Execution. | Chuheng Zhang, Yitong Duan, Xiaoyu Chen, Jianyu Chen, Jian Li, Li Zhao |
| 2022 | CIKM | Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations. | Yuanying Cai, Chuheng Zhang, Wei Shen, Xiaonan He, Xuyun Zhang, Longbo Huang |
| 2022 | CIKM | A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS. | Wei Shen, Xiaonan He, Chuheng Zhang, Xuyun Zhang, Jian Xie |
| 2022 | CIKM | Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. | Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang |
| 2022 | CIKM | Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. | Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang |
| 2022 | ICDM | TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets. | Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu |
| 2022 | WWW | Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. | Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang |
| 2022 | SIGIR | Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. | Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang |
| 2021 | AAAI | Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework. | Chuheng Zhang, Yuanying Cai, Longbo Huang, Jian Li |
| 2021 | CIKM | Inductive Matrix Completion Using Graph Autoencoder. | Wei Shen, Chuheng Zhang, Yun Tian, Liang Zeng, Xiaonan He, Wanchun Dou, Xiaolong Xu |
| 2021 | ICLR | Return-Based Contrastive Representation Learning for Reinforcement Learning. | Guoqing Liu, Chuheng Zhang, Li Zhao, Tao Qin, Jinhua Zhu, Jian Li, Nenghai Yu, Tie-Yan Liu |
| 2020 | AAAI | Policy Search by Target Distribution Learning for Continuous Control. | Chuheng Zhang, Yuanqi Li, Jian Li |
| 2020 | CIKM | Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing. | Wei Shen, Xiaonan He, Chuheng Zhang, Qiang Ni, Wanchun Dou, Yan Wang |
| 2020 | ICDM | DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis. | Chuheng Zhang, Yuanqi Li, Xi Chen, Yifei Jin, Pingzhong Tang, Jian Li |