Pubblicazioni

A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation

2024 - ACM COMPUTING SURVEYS

Prado-Romero, M. A.; Prenkaj, B.; Stilo, G.; Giannotti, F.

Concept Distillation inÂ Graph Neural Networks

2023 - World Conference on Explainable Artificial Intelligence

Charlotte Magister, Lucie; Barbiero, Pietro; Kazhdan, Dmitry; Siciliano, Federico; Ciravegna, Gabriele; Silvestri, Fabrizio; Jamnik, Mateja; LiÃ², Pietro

Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability

2023 - ESANN 2023- Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

Spinelli, Indro; Guerra, Michele; Bianchi, Filippo Maria; Scardapane, Simone