Steve Azzolin

5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (2) AAAI (1) ACL (1) ICML (1)

Top co-authors

Andrea Passerini (4) Antonio Longa (2) Stefano Teso (2) Patricia Delhomme (1) David Filliat (1) Baptiste Caramiaux (1) Aniruddha Tammewar (1) Goran Frehse (1) Gabriel Roccabruna (1) Rémi Kazmierczak (1)

Keywords

concept-based explanation (1) computer vision (1) text classification (1) explainable ai (1) sentiment prediction (1) integrated gradient (1) neural network (1) human-aligned evaluation (1) saliency-based explanation (1)

Papers

Benchmarking XAI Explanations with Human-Aligned Evaluations AAAI 2026

Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs ICLR 2025

Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective ICML 2025

Global Explainability of GNNs via Logic Combination of Learned Concepts ICLR 2023

Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022