Model-Level GNN Explanations via Rule-to-Graph Readout for Logit Reconstruction

Shengyao Lu, Jiuding Yang, Aedan J. DeFrates +3

We propose a novel model-level GNN explanation framework that shifts the explanation target from class-wise rule extraction to rule-based logit reconstruction. Our method recasts t…