Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations

Harish G. Naik, Jan Polster, Raj Shekhar +2

We formulate an XAI-based model improvement approach for Graph Neural Networks (GNNs) for node classification, called Explanation Enhanced Graph Learning (EEGL). The goal is to imp…