Jiafei Lyu

Venues

Frequent coauthors

Papers

1. GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning
   AAAI 2026 ·

   Jian Zhao

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2. ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning
   NeurIPS 2025 ·

   Zeyuan Liu

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3. CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning
   AAMAS 2025 ·

   Zeyuan Liu

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4. Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint
   ICLR 2025 · Jiafei Lyu
5. Leveraging Score-based Models for Generating Penalization in Model-based Offline Reinforcement Learning
   AAMAS 2025 ·

   Zeyuan Liu

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6. Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learning
   AAAI 2025 ·

   Yangkun Chen

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7. SUMO: Search-Based Uncertainty Estimation for Model-Based Offline Reinforcement Learning
   AAAI 2025 ·

   Zhongjian Qiao

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8. VLP: Vision-Language Preference Learning for Embodied Manipulation
   EMNLP 2025 ·

   Runze Liu

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9. World Models with Hints of Large Language Models for Goal Achieving
   NAACL 2025 ·

   Zeyuan Liu

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10. Cross-Domain Policy Adaptation by Capturing Representation Mismatch
    ICML 2024 · Jiafei Lyu
11. Exploration and Anti-Exploration with Distributional Random Network Distillation
    ICML 2024 ·

    Kai Yang

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12. Mind the Model, Not the Agent: The Primacy Bias in Model-Based RL
    ECAI 2024 ·

    Zhongjian Qiao

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13. Normalization Enhances Generalization in Visual Reinforcement Learning
    AAMAS 2024 ·

    Lu Li

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14. ODRL: A Benchmark for Off-Dynamics Reinforcement Learning
    NeurIPS 2024 · Jiafei Lyu
15. PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
    ICML 2024 ·

    Runze Liu

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16. SEABO: A Simple Search-Based Method for Offline Imitation Learning
    ICLR 2024 · Jiafei Lyu
17. Towards Understanding How to Reduce Generalization Gap in Visual Reinforcement Learning
    AAMAS 2024 · Jiafei Lyu
18. Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model
    CVPR 2024 ·

    Kai Yang

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