Reinforced Causal Explainer for Graph Neural Networks, TPAMI2022

EDGE, "Evaluation of Diverse Knowledge Graph Explanations", is a framework to benchmark diverse explanations (e.g., subgraph vs logical) for node classification in knowledge graphs.

Relational Deep Learning and Explainability of Graph Neural Network