Publications

You can also find my articles on my Google Scholar profile.

Preprints

1. How Explanations Leak the Decision Logic: Stealing Graph Neural Networks via Explanation Alignment
   Bin Ma, Yuyuan Feng, Minhua Lin, Enyan Dai
   [paper] [code]

2. Protap: A Benchmark for Protein Modeling on Realistic Downstream Applications
   Shuo Yan^*, Yuliang Yan^*, Bin Ma, Chenao Li, Haochun Tang, Jiahua Lu, Minhua Lin, Yuyuan Feng, Hui Xiong, Enyan Dai
   [paper] [code]

Conference Papers

1. DynBrainGNN: Towards Spatio-Temporal Interpretable Graph Neural Network based on Dynamic Brain Connectome for Psychiatric Diagnosis
   Kaizhong Zheng^*, Bin Ma^*, Badong Chen
   International Workshop on Machine Learning in Medical Imaging (MICCAI workshop)
   [paper] [code]