FlowX: Towards Explainable Graph Neural Networks via Message Flows

Shurui Gui, Hao Yuan, Jie Wang +3

We investigate the explainability of graph neural networks (GNNs) as a step toward elucidating their working mechanisms. While most current methods focus on explaining graph nodes,…