PPaperPicks

Chengdong Ma

12 papers at tracked venues · 9 at CORE A* · active 2024–2025

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Venues

NeurIPS ×5ECAI ×2ICLR ×2AAAI ×1AAMAS ×1ICML ×1

Frequent coauthors

Yaodong Yang
×9
Mingzhi Wang
×4
Qirui Mi
×3
Jun Wang
×3
Haifeng Zhang
×3
Xiaoyuan Zhang
×3
Zhaowei Zhang
×2
Qizhi Chen
×2
Siyu Xia
×2
Bo An
×2
Haojun Chen
×2
Yifan Zhong
×2

Papers

  1. Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
    ICLR 2025 ·
    Zhaowei Zhang
    ,
    Fengshuo Bai
    ,
    Qizhi Chen
    , Chengdong Ma,
    Mingzhi Wang
    ,
    Haoran Sun
    ,
    Zilong Zheng
    ,
    Yaodong Yang
  2. EconGym: A Scalable AI Testbed with Diverse Economic Tasks
    NeurIPS 2025 ·
    Qirui Mi
    ,
    Qipeng Yang
    ,
    Zijun Fan
    ,
    Wentian Fan
    ,
    Heyang Ma
    , Chengdong Ma,
    Siyu Xia
    ,
    Bo An
    ,
    Jun Wang
    ,
    Haifeng Zhang
  3. Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Simin Li
    ,
    Zihao Mao
    ,
    Hanxiao Li
    ,
    Zonglei Jing
    ,
    Zhuohang bian
    ,
    Jun Guo
    ,
    Li Wang
    ,
    Zhuoran Han
    ,
    Ruixiao Xu
    ,
    Xin Yu
    , Chengdong Ma,
    Yuqing Ma
    ,
    Bo An
    ,
    Yaodong Yang
    ,
    Weifeng Lv
    ,
    Xianglong Liu
  4. Falcon: Fast Visuomotor Policies via Partial Denoising
    ICML 2025 ·
    Haojun Chen
    ,
    Minghao Liu
    , Chengdong Ma,
    Xiaojian Ma
    ,
    Zailin Ma
    ,
    Huimin Wu
    ,
    Yuanpei Chen
    ,
    Yifan Zhong
    ,
    Mingzhi Wang
    ,
    Qing Li
    ,
    Yaodong Yang
  5. Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles
    ECAI 2025 ·
    Jiesong Lian
    ,
    Yucong Huang
    , Chengdong Ma,
    Mingzhi Wang
    ,
    Ying Wen
    ,
    Long Hu
    ,
    Yixue Hao
  6. Learning Macroeconomic Policies Through Dynamic Stackelberg Mean-Field Games
    ECAI 2025 ·
    Qirui Mi
    ,
    Zhiyu Zhao
    , Chengdong Ma,
    Siyu Xia
    ,
    Yan Song
    ,
    Mengyue Yang
    ,
    Jun Wang
    ,
    Haifeng Zhang
  7. Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
    ICLR 2025 ·
    Mingzhi Wang
    , Chengdong Ma,
    Qizhi Chen
    ,
    Linjian Meng
    ,
    Yang Han
    ,
    Jiancong Xiao
    ,
    Zhaowei Zhang
    ,
    Jing Huo
    ,
    Weijie J. Su
    ,
    Yaodong Yang
  8. Mean Field Correlated Imitation Learning
    AAMAS 2025 ·
    Zhiyu Zhao
    , Chengdong Ma,
    Qirui Mi
    ,
    Ning Yang
    ,
    Xue Yan
    ,
    Mengyue Yang
    ,
    Haifeng Zhang
    ,
    Jun Wang
    ,
    Yaodong Yang
  9. Social World Model-Augmented Mechanism Design Policy Learning
    NeurIPS 2025 ·
    Xiaoyuan Zhang
    ,
    Yizhe Huang
    , Chengdong Ma,
    Zhixun Chen
    ,
    Long Ma
    ,
    Yali Du
    ,
    Song-Chun Zhu
    ,
    Yaodong Yang
    ,
    Xue Feng
  10. Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning
    AAAI 2025 ·
    Wenzhe Fan
    ,
    Zishun Yu
    , Chengdong Ma,
    Changye Li
    ,
    Yaodong Yang
    ,
    Xinhua Zhang
  11. World Models Should Prioritize the Unification of Physical and Social Dynamics
    NeurIPS 2025 ·
    Xiaoyuan Zhang
    , Chengdong Ma,
    Yizhe Huang
    ,
    Weidong Huang
    ,
    Siyuan Qi
    ,
    Song-Chun Zhu
    ,
    Xue Feng
    ,
    Yaodong Yang
  12. Panacea: Pareto Alignment via Preference Adaptation for LLMs
    NeurIPS 2024 ·
    Yifan Zhong
    , Chengdong Ma,
    Xiaoyuan Zhang
    ,
    Ziran Yang
    ,
    Haojun Chen
    ,
    Qingfu Zhang
    ,
    Siyuan Qi
    ,
    Yaodong Yang