PPaperPicks

Xiaoteng Ma

9 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

ICLR ×4ACL ×2AAAI ×1ICML ×1NeurIPS ×1

Frequent coauthors

Qihan Liu
×4
Jun Yang
×4
Bin Liang
×3
Hongru Wang
×2
Jiafei Lyu
×2
Runze Liu
×2
Zongqing Lu
×2
Xiu Li
×2
Yuhua Jiang
×2
Yiqin Yang
×2
Chongjie Zhang
×2
Qianchuan Zhao
×2

Papers

  1. From Word to World: Can Large Language Models be Implicit Text-based World Models?
    ACL 2026 ·
    Yixia Li
    ,
    Hongru Wang
    ,
    Jiahao Qiu
    ,
    Zhenfei Yin
    ,
    Dongdong Zhang
    ,
    Cheng Qian
    ,
    Zeping Li
    , Xiaoteng Ma,
    Guanhua Chen
    ,
    Heng Ji
  2. Self-Sum: Teaching an Agent to Decide Itself When and What to Summarize
    ACL 2026 ·
    Hongru Wang
    ,
    Rui Wang
    ,
    Jushi Kai
    ,
    Boyang Xue
    ,
    Yongqi Li
    ,
    Shijue Huang
    , Xiaoteng Ma,
    Jeff Z. Pan
    ,
    Amos Storkey
  3. Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
    ICLR 2025 ·
    Jiafei Lyu
    ,
    Mengbei Yan
    ,
    Zhongjian Qiao
    ,
    Runze Liu
    , Xiaoteng Ma,
    Deheng Ye
    ,
    Jingwen Yang
    ,
    Zongqing Lu
    ,
    Xiu Li
  4. Episodic Novelty Through Temporal Distance
    ICLR 2025 ·
    Yuhua Jiang
    ,
    Qihan Liu
    ,
    Yiqin Yang
    , Xiaoteng Ma,
    Dianyu Zhong
    ,
    Hao Hu
    ,
    Jun Yang
    ,
    Bin Liang
    ,
    Bo Xu
    ,
    Chongjie Zhang
    ,
    Qianchuan Zhao
  5. Efficient Multi-agent Reinforcement Learning by Planning
    ICLR 2024 ·
    Qihan Liu
    ,
    Jianing Ye
    , Xiaoteng Ma,
    Jun Yang
    ,
    Bin Liang
    ,
    Chongjie Zhang
  6. Learning Diverse Risk Preferences in Population-Based Self-Play
    AAAI 2024 ·
    Yuhua Jiang
    ,
    Qihan Liu
    , Xiaoteng Ma,
    Chenghao Li
    ,
    Yiqin Yang
    ,
    Jun Yang
    ,
    Bin Liang
    ,
    Qianchuan Zhao
  7. NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning
    NeurIPS 2024 ·
    Chuanyi Xue
    ,
    Qihan Liu
    , Xiaoteng Ma,
    Xinyao Qin
    ,
    Gui Ning
    ,
    Yang Qi
    ,
    Jinsheng Ren
    ,
    Bin Liang
    ,
    Jun Yang
  8. SEABO: A Simple Search-Based Method for Offline Imitation Learning
    ICLR 2024 ·
    Jiafei Lyu
    , Xiaoteng Ma,
    Le Wan
    ,
    Runze Liu
    ,
    Xiu Li
    ,
    Zongqing Lu
  9. Single-Trajectory Distributionally Robust Reinforcement Learning
    ICML 2024 ·
    Zhipeng Liang
    , Xiaoteng Ma,
    José H. Blanchet
    ,
    Jun Yang
    ,
    Jiheng Zhang
    ,
    Zhengyuan Zhou