Relevant Walk Search for Explaining Graph Neural Networks

Ping Xiong, Thomas Schnake, Michael Gastegger +3

Graph Neural Networks (GNNs) have become important machine learning tools for graph analysis, and its explainability is crucial for safety, fairness, and robustness. Layer-wise rel…