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Zhang An
Zhang An is now a research fellow in NExT++, National University of Singapore, supervised by Prof. Chua Tat Seng.
Her main research interests include causal discovery, causal inference, and trustable AI.
Email: anzhang at nus.edu.sg
Education

National University of Singapore
Ph.D. in Statistics
Aug 2016 - Apr 2021
Supervisor: Prof. Chen Zehua

Southeast University, China
Bachelor in Mathematics and Applied Mathematics
Aug 2012 – Jun 2016
Supervisor: Prof. Cao Jingde and Prof. Yu Wenwu
Publication

A-FMI: Learning Attributions from Deep Networks via Feature Map Importance
An Zhang, Xiang Wang, Chengfang Fang, Jie Shi, Tat-seng Chua, Zehua Chen.

Towards Multi-Grained Explainability for Graph Neural Networks
Xiang Wang, Yingxin Wu, An Zhang, Xiangnan He, Tat-Seng Chua. NeurIPS 2021

Disentangled Graph Collaborative Filtering
Xiang Wang, Hongye Jin, An Zhang, Xiangnan He, Tong Xu, Tat-Seng Chua. SIGIR 2020

Education