Wangzhi Zhan

According to our database, Wangzhi Zhan authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

METASYMBO: Multi-Agent Language-Guided Metamaterial Discovery via Symbolic Latent Evolution.

Jianpeng Chen, Wangzhi Zhan, Dongqi Fu, Junkai Zhang, Zian Jia, Ling Li, Wei Wang, Dawei Zhou

CoRR, April, 2026

2025

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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

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

Wangzhi Zhan, Jianpeng Chen, Dongqi Fu, Dawei Zhou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MetaRef: A Generalizable Physics-Aware Refinement Framework for Metamaterial Design.

Alexander Lu, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou

Proceedings of the IEEE International Conference on Data Mining, 2025

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

Adithya Kulkarni, Haohui Wang, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou

Proceedings of the IEEE International Conference on Data Mining, 2025