Jiangbin Zheng

Graph-level Protein Representation Learning by Structure Knowledge Refinement

Stan Z. Li, Ge Wang, Z. Zang, 2024, ArXiv.

Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction

Siyuan Li, Lirong Wu, Zhangyang Gao, 2023, AAAI.

Efficient Multi-order Gated Aggregation Network

Stan Z. Li, Di Wu, Jiangbin Zheng, 2022, ArXiv.

Advances of Deep Learning in Protein Science: A Comprehensive Survey

Lirong Wu, Jun Xia, Cheng Tan, 2024, 2403.05314.

Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions

Siyuan Li, Jun Xia, Cheng Tan, 2023, NeurIPS.

DiscoGNN: A Sample-Efficient Framework for Self-Supervised Graph Representation Learning

Jun Xia, Zhangyang Gao, Xihong Yang, 2024, 2024 IEEE 40th International Conference on Data Engineering (ICDE).