Concept Graph Convolutions: Message Passing in the Concept Space
arXiv:2604.20082v1 Announce Type: new
Abstract: The trust in the predictions of Graph Neural Networks is limited by their opaque reasoning process. Prior methods have tried to explain graph networks via concept-based explanations extracted from the la…