Subgraph Concept Networks: Concept Levels in Graph Classification

Lucie Charlotte Magister, Alexander Norcliffe, Iulia Duta +1

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…