Jianpeng Chen

Venues

Frequent coauthors

Papers

1. PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
   ACL 2026 · Jianpeng Chen
2. ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments
   ACM MM 2025 ·

   Jiali Chen

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3. MetaRef: A Generalizable Physics-Aware Refinement Framework for Metamaterial Design
   ICDM 2025 ·

   Alexander Lu

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4. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
   NAACL 2025 ·

   Jingyuan Qi

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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
7. The End of Trial-and-Error: A Vision for Generative Intelligence in Metamaterial Design
   ICDM 2025 ·

   Adithya Kulkarni

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8. UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
   ICML 2025 ·

   Wangzhi Zhan

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9. 3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups
   IJCAI 2024 ·

   Tingwei Chen

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10. Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
    AAAI 2024 ·

    Zichen Wen

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11. Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
    NeurIPS 2024 ·

    Haohui Wang

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