Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs

Steve Azzolin, Antonio Longa, Stefano Teso +1

As Graph Neural Networks (GNNs) become more pervasive, it becomes paramount to build reliable tools for explaining their predictions. A core desideratum is that explanations are \t…