Chengxing Jia

22 papers A* 8A 2Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Large Language Models for Mathematical Reasoning.
ACM Comput. Surv.
Peng-Yuan Wang, Tian-Shuo Liu, Chenyang Wang, Ziniu Li, Yidi Wang, Shu Yan, Chengxing Jia, Xu-Hui Liu, Xinwei Chen, Jiacheng Xu, Yang Yu
2025 A* conf
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning.
ICLR
Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu
2025 A* conf
Controlling Large Language Model with Latent Action.
ICML
Chengxing Jia, Ziniu Li, Pengyuan Wang, Yi-Chen Li, Zhenyu Hou, Yuxiao Dong, Yang Yu
2025 J jnl
Controlling Large Language Model with Latent Actions.
CoRR
Chengxing Jia, Ziniu Li, Pengyuan Wang, Yi-Chen Li, Zhenyu Hou, Yuxiao Dong, Yang Yu
2025 J jnl
Interactive Large Language Models for Reliable Answering under Incomplete Context.
Trans. Mach. Learn. Res.
Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jiahao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Ming-Kun Xie, Xiang Chen, Sheng-Jun Huang, Yang Yu
2025 J jnl
Learning to Coordinate With Different Teammates via Team Probing.
IEEE Trans. Neural Networks Learn. Syst.
Hao Ding, Chengxing Jia, Zongzhang Zhang, Cong Guan, Feng Chen, Lei Yuan, Yang Yu
2025 A* conf
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation.
ICLR
Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu, Bo An
2024 J jnl
Any-step Dynamics Model Improves Future Predictions for Online and Offline Reinforcement Learning.
CoRR
Haoxin Lin, Yu-Yan Xu, Yihao Sun, Zhilong Zhang, Yi-Chen Li, Chengxing Jia, Junyin Ye, Jiaji Zhang, Yang Yu
2024 J jnl
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation.
CoRR
Chengxing Jia, Pengyuan Wang, Ziniu Li, Yi-Chen Li, Zhilong Zhang, Nan Tang, Yang Yu
2024 A* conf
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics.
ICML
Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2024 J jnl
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics.
CoRR
Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2024 A conf
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation.
AAMAS
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
2024 J jnl
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation.
CoRR
Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
2024 J jnl
Empowering Language Models with Active Inquiry for Deeper Understanding.
CoRR
Jing-Cheng Pang, Heng-Bo Fan, Pengyuan Wang, Jiahao Xiao, Nan Tang, Si-Hang Yang, Chengxing Jia, Sheng-Jun Huang, Yang Yu
2024 J jnl
Model gradient: unified model and policy learning in model-based reinforcement learning.
Frontiers Comput. Sci.
Chengxing Jia, Fuxiang Zhang, Tian Xu, Jing-Cheng Pang, Zongzhang Zhang, Yang Yu
2024 A* conf
Offline Transition Modeling via Contrastive Energy Learning.
ICML
Ruifeng Chen, Chengxing Jia, Zefang Huang, Tian-Shuo Liu, Xu-Hui Liu, Yang Yu
2024 A* conf
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning.
ICLR
Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu
2024 J jnl
Q-Adapter: Training Your LLM Adapter as a Residual Q-Function.
CoRR
Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2023 A* conf
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data.
ICLR
Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang
2023 A conf
Fast Teammate Adaptation in the Presence of Sudden Policy Change.
UAI
Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
2023 J jnl
Fast Teammate Adaptation in the Presence of Sudden Policy Change.
CoRR
Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
2023 A* conf
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning.
ICML
Yihao Sun, Jiaji Zhang, Chengxing Jia, Haoxin Lin, Junyin Ye, Yang Yu