Search Results - Azzolin, Steve

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  1. 1
    Explaining the Explainers in Graph Neural Networks: a Comparative Study

    Explaining the Explainers in Graph Neural Networks: a Comparative Study by Longa, Antonio, Azzolin, Steve, Santin, Gabriele, Cencetti, Giulia, Lio, Pietro, Lepri, Bruno, Passerini, Andrea

    Published in ACM computing surveys
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  2. 2
    Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs

    Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs by Azzolin, Steve, Longa, Antonio, Teso, Stefano, Passerini, Andrea

    Published in arXiv.org
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  3. 3
    Global Explainability of GNNs via Logic Combination of Learned Concepts

    Global Explainability of GNNs via Logic Combination of Learned Concepts by Azzolin, Steve, Longa, Antonio, Barbiero, Pietro, Liò, Pietro, Passerini, Andrea

    Published in arXiv.org
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  4. 4
    Explaining the Explainers in Graph Neural Networks: a Comparative Study

    Explaining the Explainers in Graph Neural Networks: a Comparative Study by Longa, Antonio, Azzolin, Steve, Santin, Gabriele, Cencetti, Giulia, Liò, Pietro, Lepri, Bruno, Passerini, Andrea

    Published in arXiv.org
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  5. 5
    Benchmarking XAI Explanations with Human-Aligned Evaluations

    Benchmarking XAI Explanations with Human-Aligned Evaluations by Kazmierczak, Rémi, Azzolin, Steve, Berthier, Eloïse, Hedström, Anna, Delhomme, Patricia, Bousquet, Nicolas, Frehse, Goran, Mancini, Massimiliano, Caramiaux, Baptiste, Passerini, Andrea, Franchi, Gianni

    Published in arXiv.org
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