Publications

2025

  1. arXiv
    BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning
    Yunpeng Qing, Yixiao Chi, Shuo Chen, and 5 more authors
    arXiv, 2025
  2. KDD
    Powerformer: A Section-adaptive Transformer for Power Flow Adjustment
    Kaixuan Chen, Wei Luo, Shunyu Liu, and 6 more authors
    KDD ADS track, 2025
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  3. IEEE TITS
    Curricular Subgoals for Inverse Reinforcement Learning
    Shunyu Liu*, Yunpeng Qing*, Shuqi Xu, and 6 more authors
    IEEE Transaction on Intelligent Transportation Systems, 2025
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2024

  1. NeurIPS
    A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective
    Yunpeng Qing, shunyu Liu, Jingyuan Cong, and 3 more authors
    NeurIPS, 2024
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  2. KDD
    Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks
    Feiyang Xu, Shunyu Liu, Yunpeng Qing, and 3 more authors
    KDD, 2024
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  3. AAMAS
    Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
    Yihe Zhou, Shunyu Liu, Yunpeng Qing, and 5 more authors
    AAMAS, 2024
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2023

  1. Review in CSUR
    A survey on explainable reinforcement learning: Concepts, algorithms, challenges
    Yunpeng Qing, Shunyu Liu, Jie Song, and 2 more authors
    arXiv, 2023
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