Why Self-Inconsistency Arises in GNN Explanations and How to Exploit It
arXiv:2605.07527v1 Announce Type: cross
Abstract: Recent work has observed that explanations produced by Self-Interpretable Graph Neural Networks (SI-GNNs) can be self-inconsistent: when the model is reapplied to its own explanatory graph subset, it m…