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Siyuan Li

6 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×4IJCAI ×2

Frequent coauthors

Peng Liu
×3
Lingfei Cui
×2
Kewu Sun
×2
Zhe Ma
×2
Xun Wang
×2
Rongchang Zuo
×2
Hui Niu
×2
Jian Li
×2
Xuantang Xiong
×1
Ni Mu
×1
Runpeng Xie
×1
Senhao Yang
×1

Papers

  1. MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios
    AAAI 2026 ·
    Xuantang Xiong
    ,
    Ni Mu
    ,
    Runpeng Xie
    ,
    Senhao Yang
    ,
    Yaqing Wang
    ,
    Lexiang Wang
    ,
    Yao Luan
    , Siyuan Li,
    Shuang Xu
    ,
    Yiqin Yang
    ,
    Bo Xu
  2. Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning
    AAAI 2025 · Siyuan Li,
    Feifan Liu
    ,
    Lingfei Cui
    ,
    Jiani Lu
    ,
    Qinqin Xiao
    ,
    Xirui Yang
    ,
    Peng Liu
    ,
    Kewu Sun
    ,
    Zhe Ma
    ,
    Xun Wang
  3. SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
    AAAI 2025 ·
    Yongyan Wen
    , Siyuan Li,
    Rongchang Zuo
    ,
    Lei Yuan
    ,
    Hangyu Mao
    ,
    Peng Liu
  4. IMM: An Imitative Reinforcement Learning Approach with Predictive Representation Learning for Automatic Market Making
    IJCAI 2024 ·
    Hui Niu
    , Siyuan Li,
    Jiahao Zheng
    ,
    Zhouchi Lin
    ,
    Bo An
    ,
    Jian Li
    ,
    Jian Guo
  5. MacMic: Executing Iceberg Orders via Hierarchical Reinforcement Learning
    IJCAI 2024 ·
    Hui Niu
    , Siyuan Li,
    Jian Li
  6. Robust Visual Imitation Learning with Inverse Dynamics Representations
    AAAI 2024 · Siyuan Li,
    Xun Wang
    ,
    Rongchang Zuo
    ,
    Kewu Sun
    ,
    Lingfei Cui
    ,
    Jishiyu Ding
    ,
    Peng Liu
    ,
    Zhe Ma