Steve Azzolin

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

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)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (4) Architectures (4) Machine Learning (2) Knowledge & Reasoning (1) Application Areas (1) Core Methods (1) Representation (1)

Keywords

graph neural network (2) domain generalization (1) computer vision (1) text classification (1) explainable ai (1) sentiment prediction (1) local explanation (1) integrated gradient (1) minimal explanation (1) neural network (1) human-aligned evaluation (1) prime implicant (1) saliency-based explanation (1) global explainability (1) logic formula (1) graphical concept (1) faithfulness (1) dual-channel gnns (1) rule extractor (1) concept-based explanation (1)

Papers

Benchmarking XAI Explanations with Human-Aligned Evaluations AAAI 2026 Beyond Topological Self-Explainable GNNs: A Formal Explainability Perspective ICML 2025 Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs ICLR 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