PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks

Minh N. Vu, My T. Thai

In Graph Neural Networks (GNNs), the graph structure is incorporated into the learning of node representations. This complex structure makes explaining GNNs' predictions become muc…