penguin.jpg

朱明名

简历

  • 2019.9-2023.6 上海大学 计算机学院 学士
  • 2023.9 至今 中山大学 计算机学院 硕博

Publications

- Q Yuan#, **M Zhu#**, Pei Xu#, J Rao, L Cao, J Liu, Y Lu, Yuedong Yang. Effective enzyme engineering through modeling kinetic parameter changes upon mutations with geometric deep learning. Nature Communications 2026.
-  **M Zhu**, J Rao, X Chen, Q Yuan, Yuedong Yang. Advancing Protein Design via Multi-Agent Reinforcement Learning with Pareto-Based Collaborative Optimization. AAAI 2026
- **M Zhu**, Y Song, Q Yuan, Yuedong Yang. Accurately predicting optimal conditions for microorganism proteins through geometric graph learning and language model. Comm Biol 2024;7:1709. 
- D Xu, J Rao, **M Zhu**, J Zhang, W Lu, S Zheng, Yuedong Yang. Accurately Predicting Protein Mutational effects via a Hierarchical Many-Body Attention Network. Neurips 2025
- Q Yuan; C Tian; Y Song; P Ou; **M Zhu**; H Zhao*; Yuedong Yang*. GPSFun: geometry-aware protein sequence function predictions with language models. Nucleic Acids Res 2024:gkae381.