Deconfounding to Explanation Evaluation in Graph Neural Networks

Ying-Xin Wu, Xiang Wang, An Zhang +4

Explainability of graph neural networks (GNNs) aims to answer "Why the GNN made a certain prediction?", which is crucial to interpret the model prediction. The feature attribution…