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Dawei Feng

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

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Venues

AAAI ×2ICML ×2SIGIR ×2ACL ×1ACM MM ×1CVPR ×1ICLR ×1ICRA ×1NeurIPS ×1

Frequent coauthors

Bo Ding
×11
Kele Xu
×11
Huaimin Wang
×11
Yuanzhao Zhai
×6
Xudong Gong
×6
Cheng Yang
×3
Zijian Gao
×3
Zhuo Zhang
×2
Yong Dou
×2
Xing Zhou
×2
Si Zheng
×2
Weijia Wang
×2

Papers

  1. EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation
    ACL 2026 ·
    Xiaoying Le
    ,
    Pengfei Qian
    ,
    Yuanzhao Zhai
    ,
    Xu Zhang
    ,
    Qian Liu
    , Dawei Feng,
    Bo Ding
  2. Empowering Large Language Model Agent through Step-Level Self-Critique and Self-Training
    SIGIR 2025 ·
    Yuanzhao Zhai
    ,
    Huanxi Liu
    ,
    Zhuo Zhang
    ,
    Tong Lin
    ,
    Kele Xu
    ,
    Cheng Yang
    , Dawei Feng,
    Bo Ding
    ,
    Huaimin Wang
  3. Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models
    AAAI 2025 ·
    Yuanzhao Zhai
    ,
    Tingkai Yang
    ,
    Kele Xu
    , Dawei Feng,
    Cheng Yang
    ,
    Bo Ding
    ,
    Huaimin Wang
  4. Improving the Continuity of Goal-Achievement Ability via Policy Self-Regularization for Goal-Conditioned Reinforcement Learning
    ICML 2025 ·
    Xudong Gong
    ,
    Sen Yang
    , Dawei Feng,
    Kele Xu
    ,
    Bo Ding
    ,
    Huaimin Wang
    ,
    Yong Dou
  5. Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning
    CVPR 2025 ·
    Zijian Gao
    ,
    Wangwang Jia
    ,
    Xingxing Zhang
    ,
    Dulan Zhou
    ,
    Kele Xu
    , Dawei Feng,
    Yong Dou
    ,
    Xinjun Mao
    ,
    Huaimin Wang
  6. Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models
    SIGIR 2025 ·
    Yuanzhao Zhai
    ,
    Zhuo Zhang
    ,
    Cheng Yang
    ,
    Kele Xu
    ,
    Yue Yu
    ,
    Wei Li
    ,
    Hui Wang
    ,
    Zenglin Xu
    , Dawei Feng,
    Bo Ding
    ,
    Huaimin Wang
  7. V-Pilot: A Velocity Vector Control Agent for Fixed-Wing UAVs from Imperfect Demonstrations
    ICRA 2025 ·
    Xudong Gong
    , Dawei Feng,
    Kele Xu
    ,
    Xing Zhou
    ,
    Si Zheng
    ,
    Bo Ding
    ,
    Huaimin Wang
  8. VVC-Gym: A Fixed-Wing UAV Reinforcement Learning Environment for Multi-Goal Long-Horizon Problems
    ICLR 2025 ·
    Xudong Gong
    , Dawei Feng,
    Kele Xu
    ,
    Weijia Wang
    ,
    Zhangjun Sun
    ,
    Xing Zhou
    ,
    Si Zheng
    ,
    Bo Ding
    ,
    Huaimin Wang
  9. Goal-Conditioned On-Policy Reinforcement Learning
    NeurIPS 2024 ·
    Xudong Gong
    , Dawei Feng,
    Kele Xu
    ,
    Bo Ding
    ,
    Huaimin Wang
  10. Iterative Regularized Policy Optimization with Imperfect Demonstrations
    ICML 2024 ·
    Xudong Gong
    , Dawei Feng,
    Kele Xu
    ,
    Yuanzhao Zhai
    ,
    Chengkang Yao
    ,
    Weijia Wang
    ,
    Bo Ding
    ,
    Huaimin Wang
  11. Optimistic Model Rollouts for Pessimistic Offline Policy Optimization
    AAAI 2024 ·
    Yuanzhao Zhai
    ,
    Yiying Li
    ,
    Zijian Gao
    ,
    Xudong Gong
    ,
    Kele Xu
    , Dawei Feng,
    Bo Ding
    ,
    Huaimin Wang
  12. Tracing Training Progress: Dynamic Influence Based Selection for Active Learning
    ACM MM 2024 ·
    Tianjiao Wan
    ,
    Kele Xu
    ,
    Long Lan
    ,
    Zijian Gao
    , Dawei Feng,
    Bo Ding
    ,
    Huaimin Wang