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Jianpeng Chen

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

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Venues

ICDM ×3AAAI ×1ACL ×1ACM MM ×1ICML ×1IJCAI ×1NAACL ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Dawei Zhou
×8
Wangzhi Zhan
×6
Haohui Wang
×5
Dongqi Fu
×2
Jingyuan Qi
×2
Zian Jia
×2
Junkai Zhang
×2
Jingru Gan
×2
Adithya Kulkarni
×2
Muhao Chen
×2
Ling Li
×2
Wei Wang
×2

Papers

  1. PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
    ACL 2026 · Jianpeng Chen,
    Wangzhi Zhan
    ,
    Haohui Wang
    ,
    Brian Mayer
    ,
    Dongqi Fu
    ,
    Dawei Zhou
  2. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments
    ACM MM 2025 ·
    Jiali Chen
    ,
    Yujie Jia
    ,
    Zihan Wu
    ,
    Jinyu Yang
    , Jianpeng Chen,
    Xusen Hei
    ,
    Jiayuan Xie
    ,
    Yi Cai
    ,
    Qing Li
  3. MetaRef: A Generalizable Physics-Aware Refinement Framework for Metamaterial Design
    ICDM 2025 ·
    Alexander Lu
    ,
    Wangzhi Zhan
    , Jianpeng Chen,
    Dawei Zhou
  4. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    NAACL 2025 ·
    Jingyuan Qi
    ,
    Zian Jia
    ,
    Minqian Liu
    ,
    Wangzhi Zhan
    ,
    Junkai Zhang
    ,
    Xiaofei Wen
    ,
    Jingru Gan
    , Jianpeng Chen,
    Qin Liu
    ,
    Mingyu Derek Ma
    ,
    Bangzheng Li
    ,
    Haohui Wang
    ,
    Adithya Kulkarni
    ,
    Muhao Chen
    ,
    Dawei Zhou
    ,
    Ling Li
    ,
    Wei Wang
    ,
    Lifu Huang
  5. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    ICDM 2025 · Jianpeng Chen
  6. MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery
    SIGKDD 2025 · Jianpeng Chen,
    Wangzhi Zhan
    ,
    Haohui Wang
    ,
    Zian Jia
    ,
    Jingru Gan
    ,
    Junkai Zhang
    ,
    Jingyuan Qi
    ,
    Tingwei Chen
    ,
    Lifu Huang
    ,
    Muhao Chen
    ,
    Ling Li
    ,
    Wei Wang
    ,
    Dawei Zhou
  7. The End of Trial-and-Error: A Vision for Generative Intelligence in Metamaterial Design
    ICDM 2025 ·
    Adithya Kulkarni
    ,
    Haohui Wang
    ,
    Wangzhi Zhan
    , Jianpeng Chen,
    Dawei Zhou
  8. UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
    ICML 2025 ·
    Wangzhi Zhan
    , Jianpeng Chen,
    Dongqi Fu
    ,
    Dawei Zhou
  9. 3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups
    IJCAI 2024 ·
    Tingwei Chen
    , Jianpeng Chen,
    Dawei Zhou
  10. Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
    AAAI 2024 ·
    Zichen Wen
    ,
    Yawen Ling
    ,
    Yazhou Ren
    ,
    Tianyi Wu
    , Jianpeng Chen,
    Xiaorong Pu
    ,
    Zhifeng Hao
    ,
    Lifang He
  11. Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
    NeurIPS 2024 ·
    Haohui Wang
    ,
    Weijie Guan
    , Jianpeng Chen,
    Zi Wang
    ,
    Dawei Zhou