D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion

Jialin Chen, Shirley Wu, Abhijit Gupta +1

The widespread deployment of Graph Neural Networks (GNNs) sparks significant interest in their explainability, which plays a vital role in model auditing and ensuring trustworthy g…