Subgraph Concept Networks: Concept Levels in Graph Classification
arXiv:2604.18868v1 Announce Type: new
Abstract: The reasoning process of Graph Neural Networks is complex and considered opaque, limiting trust in their predictions. To alleviate this issue, prior work has proposed concept-based explanations, extracte…