PPaperPicks

Chunyang Liu

12 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

AAAI ×3IROS ×2CIKM ×1ICML ×1IJCAI ×1NeurIPS ×1SDM ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Hao Peng
×8
Li Sun
×4
Bo Zhang
×4
Philip S. Yu
×3
Guangjie Zeng
×2
Angsheng Li
×2
Kehua Sheng
×2
Senzhang Wang
×2
Guanlin Wu
×2
Dongcheng Zou
×2
Shengze Li
×1
Yicheng Pan
×1

Papers

  1. Hyperbolic Continuous Structural Entropy for Hierarchical Clustering
    AAAI 2026 ·
    Guangjie Zeng
    ,
    Hao Peng
    ,
    Angsheng Li
    ,
    Li Sun
    , Chunyang Liu,
    Shengze Li
    ,
    Yicheng Pan
    ,
    Philip S. Yu
  2. Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning
    AAAI 2026 ·
    Wentao Wang
    , Chunyang Liu,
    Kehua Sheng
    ,
    Bo Zhang
    ,
    Yan Wang
  3. Bench4Merge: A Comprehensive Benchmark for Merging in Realistic Dense Traffic with Micro-Interactive Vehicles
    IROS 2025 ·
    Zhengming Wang
    ,
    Junli Wang
    ,
    Pengfei Li
    ,
    Zhaohan Li
    , Chunyang Liu,
    Bo Zhang
    ,
    Peng Li
    ,
    Yilun Chen
  4. CAGE: Continuity-Aware edGE Network Unlocks Robust Floorplan Reconstruction
    NeurIPS 2025 ·
    Yiyi Liu
    , Chunyang Liu,
    Bohan Wang
    ,
    Weiqin Jiao
    ,
    Bojian Wu
    ,
    Lubin Fan
    ,
    Yuwei Chen
    ,
    Fashuai Li
    ,
    Biao Xiong
  5. DRARL: Disengagement-Reason-Augmented Reinforcement Learning for Efficient Improvement of Autonomous Driving Policy
    IROS 2025 ·
    Weitao Zhou
    ,
    Bo Zhang
    ,
    Zhong Cao
    ,
    Xiang Li
    ,
    Qian Cheng
    , Chunyang Liu,
    Yaqin Zhang
    ,
    Diange Yang
  6. STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation
    IJCAI 2025 ·
    Yiming Wang
    ,
    Hao Peng
    ,
    Senzhang Wang
    ,
    Haohua Du
    , Chunyang Liu,
    Jia Wu
    ,
    Guanlin Wu
  7. Structural Entropy Guided Probabilistic Coding
    AAAI 2025 ·
    Xiang Huang
    ,
    Hao Peng
    ,
    Li Sun
    ,
    Hui Lin
    , Chunyang Liu,
    Jiang Cao
    ,
    Philip S. Yu
  8. Unsupervised Graph Clustering with Deep Structural Entropy
    SIGKDD 2025 ·
    Jingyun Zhang
    ,
    Hao Peng
    ,
    Li Sun
    ,
    Guanlin Wu
    , Chunyang Liu,
    Zhengtao Yu
  9. A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection
    CIKM 2024 ·
    Dongcheng Zou
    ,
    Hao Peng
    , Chunyang Liu
  10. LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
    ICML 2024 ·
    Li Sun
    ,
    Zhenhao Huang
    ,
    Hao Peng
    ,
    Yujie Wang
    , Chunyang Liu,
    Philip S. Yu
  11. MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization
    WSDM 2024 ·
    Dongcheng Zou
    ,
    Senzhang Wang
    ,
    Xuefeng Li
    ,
    Hao Peng
    ,
    Yuandong Wang
    , Chunyang Liu,
    Kehua Sheng
    ,
    Bo Zhang
  12. Semi-Supervised Clustering via Structural Entropy with Different Constraints
    SDM 2024 ·
    Guangjie Zeng
    ,
    Hao Peng
    ,
    Angsheng Li
    ,
    Zhiwei Liu
    ,
    Runze Yang
    , Chunyang Liu,
    Lifang He