QGShap: Quantum Acceleration for Faithful GNN Explanations

Haribandhu Jena, Jyotirmaya Shivottam, Subhankar Mishra

Graph Neural Networks (GNNs) have become indispensable in critical domains such as drug discovery, social network analysis, and recommendation systems, yet their black-box nature h…