Claudio Borile

Evaluating Link Prediction Explanations for Graph Neural Networks

2023 · arXiv (Cornell University)

Graph Machine Learning (GML) has numerous applications, such as node/graph classification and link prediction, in real-world domains. Providing human-understandable explanations for GML models is a challenging yet fundamental task to foster their adoption, but validating …