Author

Gabriele Tolomei

Sapienza University of Rome

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Open access Jul 2026

Unified counterfactual explainer for graph neural networks

A novel Unified Counterfactual Explainer for GNNs that generates counterfactual explanations for both node and graph classification tasks through a unified approach, and offers maximum flexibility by supporting maximum flexibility.

Flavio Giorgi, Fabrizio Silvestri, Gabriele Tolomei · npj Artificial Intelligence · 1 citation · ⚡1