| 2026 | ACL | PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence. | Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Brian Mayer, Dongqi Fu, Dawei Zhou |
| 2025 | ICDM | MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. | Jianpeng Chen |
| 2025 | ICDM | The End of Trial-and-Error: A Vision for Generative Intelligence in Metamaterial Design. | Adithya Kulkarni, Haohui Wang, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou |
| 2025 | ICDM | MetaRef: A Generalizable Physics-Aware Refinement Framework for Metamaterial Design. | Alexander Lu, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou |
| 2025 | ICML | UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation. | Wangzhi Zhan, Jianpeng Chen, Dongqi Fu, Dawei Zhou |
| 2025 | KDD | MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. | 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 |
| 2025 | NAACL | MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. | 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 |
| 2024 | AAAI | Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering. | Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He |
| 2024 | IJCAI | 3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups. | Tingwei Chen, Jianpeng Chen, Dawei Zhou |
| 2023 | AAAI | Dual Label-Guided Graph Refinement for Multi-View Graph Clustering. | Yawen Ling, Jianpeng Chen, Yazhou Ren, Xiaorong Pu, Jie Xu, Xiaofeng Zhu, Lifang He |
| 2022 | ICONIP | Shared-Attribute Multi-Graph Clustering with Global Self-Attention. | Jianpeng Chen, Zhimeng Yang, Jingyu Pu, Yazhou Ren, Xiaorong Pu, Li Gao, Lifang He |