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Le Gan

10 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×4IJCAI ×2NeurIPS ×2AAAI ×1ECAI ×1

Frequent coauthors

De-Chuan Zhan
×10
Shenghua Wan
×7
Yucen Wang
×3
Shuai Feng
×3
Rui Yu
×2
Hai-Hang Sun
×2
Xin-Chun Li
×2
Shaowei Zhang
×1
Jiahan Cao
×1
Dian Cheng
×1
Xunlan Zhou
×1
Hai-Long Sun
×1

Papers

  1. FOUNDER: Grounding Foundation Models in World Models for Open-Ended Embodied Decision Making
    ICML 2025 ·
    Yucen Wang
    ,
    Rui Yu
    ,
    Shenghua Wan
    , Le Gan,
    De-Chuan Zhan
  2. Leveraging Conditional Dependence for Efficient World Model Denoising
    NeurIPS 2025 ·
    Shaowei Zhang
    ,
    Jiahan Cao
    ,
    Dian Cheng
    ,
    Xunlan Zhou
    ,
    Shenghua Wan
    , Le Gan,
    De-Chuan Zhan
  3. MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
    AAAI 2025 ·
    Hai-Long Sun
    ,
    Da-Wei Zhou
    ,
    Hanbin Zhao
    , Le Gan,
    De-Chuan Zhan
    ,
    Han-Jia Ye
  4. Reward Models in Deep Reinforcement Learning: A Survey
    IJCAI 2025 ·
    Rui Yu
    ,
    Shenghua Wan
    ,
    Yucen Wang
    ,
    Chen-Xiao Gao
    , Le Gan,
    Zongzhang Zhang
    ,
    De-Chuan Zhan
  5. AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
    ICML 2024 ·
    Yucen Wang
    ,
    Shenghua Wan
    , Le Gan,
    Shuai Feng
    ,
    De-Chuan Zhan
  6. Leveraging Separated World Model for Exploration in Visually Distracted Environments
    NeurIPS 2024 ·
    Kaichen Huang
    ,
    Shenghua Wan
    ,
    Minghao Shao
    ,
    Hai-Hang Sun
    , Le Gan,
    Shuai Feng
    ,
    De-Chuan Zhan
  7. MOSER: Learning Sensory Policy for Task-specific Viewpoint via View-conditional World Model
    IJCAI 2024 ·
    Shenghua Wan
    ,
    Hai-Hang Sun
    , Le Gan,
    De-Chuan Zhan
  8. Revisit the Essence of Distilling Knowledge through Calibration
    ICML 2024 ·
    Wen-Shu Fan
    ,
    Su Lu
    ,
    Xin-Chun Li
    ,
    De-Chuan Zhan
    , Le Gan
  9. SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets
    ICML 2024 ·
    Shenghua Wan
    ,
    Ziyuan Chen
    , Le Gan,
    Shuai Feng
    ,
    De-Chuan Zhan
  10. Weight Scope Alignment: A Frustratingly Easy Method for Model Merging
    ECAI 2024 ·
    Yichu Xu
    ,
    Xin-Chun Li
    , Le Gan,
    De-Chuan Zhan