PPaperPicks

Jiafei Lyu

18 papers at tracked venues · 11 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAMAS ×4AAAI ×3ICML ×3ICLR ×2NeurIPS ×2CVPR ×1ECAI ×1EMNLP ×1NAACL ×1

Frequent coauthors

Xiu Li
×17
Runze Liu
×5
Zongqing Lu
×5
Zeyuan Liu
×4
Jian Tao
×4
Kai Yang
×3
Zhongjian Qiao
×3
Jingwen Yang
×3
Chenjia Bai
×3
Mengbei Yan
×2
Xiaoteng Ma
×2
Yali Du
×2

Papers

  1. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
    AAAI 2026 ·
    Jian Zhao
    ,
    Runze Liu
    ,
    Kaiyan Zhang
    ,
    Zhimu Zhou
    ,
    Junqi Gao
    ,
    Dong Li
    , Jiafei Lyu,
    Zhouyi Qian
    ,
    Biqing Qi
    ,
    Xiu Li
    ,
    Bowen Zhou
  2. ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning
    NeurIPS 2025 ·
    Zeyuan Liu
    ,
    Zhihe Yang
    ,
    Jiawei Xu
    ,
    Rui Yang
    , Jiafei Lyu,
    Baoxiang Wang
    ,
    Yunjian Xu
    ,
    Xiu Li
  3. CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning
    AAMAS 2025 ·
    Zeyuan Liu
    ,
    Kai Yang
    , Jiafei Lyu,
    Xiu Li
  4. 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
  5. Leveraging Score-based Models for Generating Penalization in Model-based Offline Reinforcement Learning
    AAMAS 2025 ·
    Zeyuan Liu
    ,
    Zhirui Fang
    , Jiafei Lyu,
    Xiu Li
  6. Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning
    AAAI 2025 ·
    Yangkun Chen
    ,
    Kai Yang
    ,
    Jian Tao
    , Jiafei Lyu
  7. SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning
    AAAI 2025 ·
    Zhongjian Qiao
    , Jiafei Lyu,
    Kechen Jiao
    ,
    Qi Liu
    ,
    Xiu Li
  8. VLP: Vision-Language Preference Learning for Embodied Manipulation
    EMNLP 2025 ·
    Runze Liu
    ,
    Chenjia Bai
    , Jiafei Lyu,
    Shengjie Sun
    ,
    Yali Du
    ,
    Xiu Li
  9. World Models with Hints of Large Language Models for Goal Achieving
    NAACL 2025 ·
    Zeyuan Liu
    ,
    Ziyu Huan
    ,
    Xiyao Wang
    , Jiafei Lyu,
    Jian Tao
    ,
    Xiu Li
    ,
    Furong Huang
    ,
    Huazhe Xu
  10. Cross-Domain Policy Adaptation by Capturing Representation Mismatch
    ICML 2024 · Jiafei Lyu,
    Chenjia Bai
    ,
    Jingwen Yang
    ,
    Zongqing Lu
    ,
    Xiu Li
  11. Exploration and Anti-Exploration with Distributional Random Network Distillation
    ICML 2024 ·
    Kai Yang
    ,
    Jian Tao
    , Jiafei Lyu,
    Xiu Li
  12. Mind the Model, Not the Agent: The Primacy Bias in Model-Based RL
    ECAI 2024 ·
    Zhongjian Qiao
    , Jiafei Lyu,
    Xiu Li
  13. Normalization Enhances Generalization in Visual Reinforcement Learning
    AAMAS 2024 ·
    Lu Li
    , Jiafei Lyu,
    Guozheng Ma
    ,
    Zilin Wang
    ,
    Zhenjie Yang
    ,
    Xiu Li
    ,
    Zhiheng Li
  14. ODRL: A Benchmark for Off-Dynamics Reinforcement Learning
    NeurIPS 2024 · Jiafei Lyu,
    Kang Xu
    ,
    Jiacheng Xu
    ,
    Mengbei Yan
    ,
    Jingwen Yang
    ,
    Zongzhang Zhang
    ,
    Chenjia Bai
    ,
    Zongqing Lu
    ,
    Xiu Li
  15. PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
    ICML 2024 ·
    Runze Liu
    ,
    Yali Du
    ,
    Fengshuo Bai
    , Jiafei Lyu,
    Xiu Li
  16. SEABO: A Simple Search-Based Method for Offline Imitation Learning
    ICLR 2024 · Jiafei Lyu,
    Xiaoteng Ma
    ,
    Le Wan
    ,
    Runze Liu
    ,
    Xiu Li
    ,
    Zongqing Lu
  17. Towards Understanding How to Reduce Generalization Gap in Visual Reinforcement Learning
    AAMAS 2024 · Jiafei Lyu,
    Le Wan
    ,
    Xiu Li
    ,
    Zongqing Lu
  18. Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
    CVPR 2024 ·
    Kai Yang
    ,
    Jian Tao
    , Jiafei Lyu,
    Chunjiang Ge
    ,
    Jiaxin Chen
    ,
    Weihan Shen
    ,
    Xiaolong Zhu
    ,
    Xiu Li