Towards Faithful Graph Explanations with Synergistic Edge Effects via Granular Balls

Jiancu Chen, Shuyin Xia, Guan Wang +2

Instance-level explanations aim to reveal the rationale behind a model's decisions for a specific graph. Previous methods explain graph neural networks (GNNs) by selecting importan…