PPaperPicks

Hechang Chen

15 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7835-9556 ↗Homepage ↗

Venues

NeurIPS ×4ICML ×3SIGKDD ×3AAAI ×2WWW ×2ICDE ×1

Frequent coauthors

Shisong Tang
×5
Yi Chang
×5
Zhejian Yang
×4
Jifeng Hu
×4
Sili Huang
×4
Lichao Sun
×4
Fan Li
×3
Songwei Zhao
×2
Shengchao Hu
×2
Li Shen
×2
Dacheng Tao
×2
Chao Cui
×2

Papers

  1. Effective Robotic Cloth Grasping Through Suppressing False Discoveries
    AAAI 2026 ·
    Xingyu Zhu
    ,
    Zhiwen Tu
    ,
    Yan Wu
    ,
    Shan Luo
    , Hechang Chen,
    Yixing Gao
  2. Mining Citywide Dengue Spread Patterns in Singapore Through Hotspot Dynamics from Open Web Data
    WWW 2026 ·
    Liping Huang
    ,
    Gaoxi Xiao
    ,
    Stefan Ma
    , Hechang Chen,
    Shisong Tang
    ,
    Flora D. Salim
  3. TGSBM: Transformer-Guided Stochastic Block Model for Link Prediction
    WWW 2026 ·
    Zhejian Yang
    ,
    Songwei Zhao
    ,
    Zilin Zhao
    , Hechang Chen
  4. Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
    NeurIPS 2025 ·
    Jifeng Hu
    ,
    Sili Huang
    ,
    Zhejian Yang
    ,
    Shengchao Hu
    ,
    Li Shen
    , Hechang Chen,
    Lichao Sun
    ,
    Yi Chang
    ,
    Dacheng Tao
  5. Calibrating Video Watch-time Predictions with Credible Prototype Alignment
    ICML 2025 ·
    Chao Cui
    ,
    Shisong Tang
    ,
    Fan Li
    ,
    Jiechao Gao
    , Hechang Chen
  6. FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning (Extended Abstract)
    ICDE 2025 ·
    Xinqi Du
    ,
    Ziyue Li
    ,
    Cheng Long
    ,
    Yongheng Xing
    ,
    Philip S. Yu
    , Hechang Chen
  7. GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs
    AAAI 2025 ·
    Songwei Zhao
    ,
    Yuan Jiang
    ,
    Zijing Zhang
    ,
    Yang Yu
    , Hechang Chen
  8. InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
    NeurIPS 2025 ·
    Haotian Chi
    ,
    Zeyu Feng
    ,
    Yueming Lyu
    ,
    Chengqi Zheng
    ,
    Linbo Luo
    ,
    Yew Soon Ong
    ,
    Ivor W. Tsang
    , Hechang Chen,
    Yi Chang
    ,
    Haiyan Yin
  9. Leveraging Label Distributions as Anchors to Enhance Video Recommendation
    SIGKDD 2025 ·
    Yulin Xu
    ,
    Chao Cui
    ,
    Shisong Tang
    ,
    Fan Li
    ,
    Bing Han
    ,
    Huafeng Cao
    ,
    Jiechao Gao
    , Hechang Chen
  10. Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models
    SIGKDD 2025 ·
    Siyuan Guo
    ,
    Huiwu Liu
    ,
    Xiaolong Chen
    ,
    Yuming Xie
    ,
    Liang Zhang
    ,
    Tao Han
    , Hechang Chen,
    Yi Chang
    ,
    Jun Wang
  11. Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces
    NeurIPS 2025 ·
    Jifeng Hu
    ,
    Sili Huang
    ,
    Li Shen
    ,
    Zhejian Yang
    ,
    Shengchao Hu
    ,
    Shisong Tang
    , Hechang Chen,
    Lichao Sun
    ,
    Yi Chang
    ,
    Dacheng Tao
  12. Contextual Distillation Model for Diversified Recommendation
    SIGKDD 2024 ·
    Fan Li
    ,
    Xu Si
    ,
    Shisong Tang
    ,
    Dingmin Wang
    ,
    Kunyan Han
    ,
    Bing Han
    ,
    Guorui Zhou
    ,
    Yang Song
    , Hechang Chen
  13. DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning
    ICML 2024 ·
    Siyuan Guo
    ,
    Cheng Deng
    ,
    Ying Wen
    , Hechang Chen,
    Yi Chang
    ,
    Jun Wang
  14. Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
    NeurIPS 2024 ·
    Sili Huang
    ,
    Jifeng Hu
    ,
    Zhejian Yang
    ,
    Liwei Yang
    ,
    Tao Luo
    , Hechang Chen,
    Lichao Sun
    ,
    Bo Yang
  15. In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
    ICML 2024 ·
    Sili Huang
    ,
    Jifeng Hu
    , Hechang Chen,
    Lichao Sun
    ,
    Bo Yang