About
Yang Zhang is currently a fourth-year Ph.D. student at the Gaoling School of Artificial Intelligence at Renmin University of China, supervised by Professor Zhewei Wei. Prior to this, he obtained his Master’s degree in Applied Statistics from the School of Statistics, Beijing Normal University, under the guidance of Professor Guangming Lv, in June 2017. Furthermore, he graduated with a Bachelor’s degree in Statistics from Zhengzhou University in June 2015.
Research Interests
- Artificial Intelligence
- Graph Neural Networks
- Graph Neural Networks for Chemical, Physical and Biochemical
- Artificial Intelligence Security
Publication
EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
Published in ICML (Oral), 2024
Yang Zhang, Zhewei Wei, Ye Yuan, Chongxuan Li, Wenbing Huang
HierAffinity: Predicting Protein-Ligand Binding Affinity With Hierarchical Modeling
Published in DASFAA, 2024
Yang Zhang, Zhewei Wei, Wenbing Huang, Chongxuan Li
TransPocket: Structural and Geometric Transformer for Ligand Binding Site Detection
Published in DASFAA, 2024
Yang Zhang, Zhewei Wei, Wenbing Huang, Chongxuan Li
Predicting protein-ligand binding affinity via joint global-local interaction modeling
Published in ICDM, 2022
Yang Zhang, Gengmo Zhou, Zhewei Wei, Hongteng Xu
Discrimination of the contextual features of top performers in scientific literacy using a machine learning approach
Published in Research in Science Education, 2019
Jiangping Chen, Yang Zhang, Yueer Wei, Jie Hu
基于SMOTE和机器学习的网络入侵检测
Published in 北京理工大学学报, 2018
张阳, 张涛, 陈锦, 王禹, 邹琪
基于 Xgboost 算法的网络入侵检测研究
Published in 信息网络安全, 2018
张阳, 姚原岗