Azzolin, Steve
Azzolin, Steve
Ingegneria e scienza dell'Informaz (29/10/12-)
A Simple Latent Variable Model for Graph Learning and Inference
2023-01-01 Jaeger, Manfred; Longa, Antonio; Azzolin, Steve; Schulte, Oliver; Passerini, Andrea
Benchmarking XAI Explanations with Human-Aligned Evaluations
2026-01-01 Kazmierczak, R.; Azzolin, S.; Berthier, E.; Hedstrom, A.; Delhomme, ; Filliat, D.; Bousquet, N.; Frehse, G.; Mancini, M.; Caramiaux, B.; Passerini, A.; Franchi, G.
Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective
2026-01-01 Azzolin, Steve; Malhotra, Sagar; Passerini, Andrea; Teso, Stefano
Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives
2022-01-01 Mousavi, M.; Roccabruna, G.; Tammewar, A.; Azzolin, Steve; Riccardi, G.
Explaining the Explainers in Graph Neural Networks: a Comparative Study
2025-01-01 Longa, Antonio; Azzolin, Steve; Santin, Gabriele; Cencetti, Giulia; Lio, Pietro; Lepri, Bruno; Passerini, Andrea
Global Explainability of GNNs via Logic Combination of Learned Concepts
2023-01-01 Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Liò, Pietro; Passerini, Andrea
Global Explainability of GNNs via Logic Combination of Learned Concepts
2023-01-01 Azzolin, Steve; Longa, Antonio; Barbiero, Pietro; Lio, Pietro; Passerini, Andrea
GNN Explanations that do not Explain and How to find Them
2026-01-01 Azzolin, Steve; Teso, Stefano; Lepri, Bruno; Passerini, Andrea; Malhotra, Sagar
Multi-source Multi-domain Sentiment Analysis with BERT-based Models
2022-01-01 Roccabruna, G.; Azzolin, Steve; Riccardi, G.
Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
2025-01-01 Azzolin, Steve; Longa, Antonio; Teso, Stefano; Passerini, Andrea
Sheaf Diffusion Goes Nonlinear: Enhancing GNNs with Adaptive Sheaf Laplacians
2024-01-01 Zaghen, Olga; Longa, Antonio; Azzolin, Steve; Telyatnikov, Lev; Passerini, Andrea; Lio`, Pietro