Harsh Pandey

GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability

Graph Neural Networks (GNNs) are widely used for node classification, yet their opaque decision-making limits trust and adoption. While local explanations offer insights into individual predictions, global explanation methods—those that characterize an entire class—remain underdeveloped. Existing gl…