Scholar
Steve Azzolin
Google Scholar ID: 8UcnWPIAAAAJ
University of Trento
Graph Neural Networks
Fairness
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Citations & Impact
All-time
Citations
193
H-index
5
i10-index
3
Publications
9
Co-authors
8
list available
Contact
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Publications
5 items
GNN Explanations that do not Explain and How to find Them
2026
Cited
0
Enhancing Concept Localization in CLIP-based Concept Bottleneck Models
2025
Cited
0
Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective
2025
Cited
0
Benchmarking XAI Explanations with Human-Aligned Evaluations
arXiv.org · 2024
Cited
4
Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
2024
Cited
2
Resume (English only)
Academic Achievements
Selected as a NeurIPS 2025 Top Reviewer.
Published 'Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective' at ICML 2025.
Published 'Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs' at ICLR 2025.
Co-authored a survey 'Explaining the Explainers in Graph Neural Networks: a Comparative Study' in ACM Computing Surveys (2024).
Published 'Global Explainability of GNNs via Logic Combination of Learned Concepts' at ICLR 2023.
Published NLP-related papers at LREC 2022 and ACL WASSA 2022.
Co-authors
8 total
Andrea Passerini
Professor, University of Trento
Antonio Longa
Assistant professor (RTD-A), University of Trento
Pietro Barbiero
SNSF Postdoctoral Fellow, IBM Research
Gabriele Santin
Assistant Professor, Ca' Foscari University of Venice
Bruno Lepri
Fondazione Bruno Kessler/Ipazia S.p.a.
Gabriel Roccabruna
PhD Student, SISLab, University of Trento
Giuseppe Riccardi
Professor of Computer Science, University of Trento Italy
Manfred Jaeger
Aalborg University
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