Luca Veyrin-forrer
7
Documents
Publications
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Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNNExtraction et Gestion des Connaissances (EGC 2022), Jan 2022, Blois, France. pp.159-170
Communication dans un congrès
hal-03921033v1
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What Does My GNN Really Capture? On Exploring Internal GNN RepresentationsInternational Joint Conference on Artificial Intelligence 2022, Jul 2022, Vienna, Austria
Communication dans un congrès
hal-03700710v1
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On GNN explanability with activation rulesData Mining and Knowledge Discovery, 2022, ⟨10.1007/s10618-022-00870-z⟩
Article dans une revue
hal-03821784v1
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In pursuit of the hidden features of GNN’s internal representationsData and Knowledge Engineering, 2022, 142, pp.102097. ⟨10.1016/j.datak.2022.102097⟩
Article dans une revue
hal-03898323v1
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Learning to run a power network challenge for training topology controllersElectric Power Systems Research, 2020, 189, pp.106635. ⟨10.1016/j.epsr.2020.106635⟩
Article dans une revue
hal-03159692v1
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On GNN explanability with activation patterns2021
Pré-publication, Document de travail
hal-03367714v1
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Explaining machine learning models on graphs by identifying hidden structures built by GNNsArtificial Intelligence [cs.AI]. INSA de Lyon, 2023. English. ⟨NNT : 2023ISAL0025⟩
Thèse
tel-04214965v2
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