Luca Veyrin-forrer
Publications
Publications
Modeling urban metabolism as a complex heterogeneous graph to incentive environmentally sustainable practicesDigital Twins for Smart Metabolic Circular Cities, Elsevier, pp.23-48, 2025, ⟨10.1016/B978-0-443-33333-0.00004-1⟩ |
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De la donnée contribuée à l’effet de réseau :modélisation du graphe de l’écologie territorialeNETCOM : Réseaux, communication et territoires / Networks and Communications Studies, 2024, 38-3/4, ⟨10.4000/13ank⟩ |
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On GNN explanability with activation patternsData Mining and Knowledge Discovery, 2024, 38 (5), pp.3227-3261. ⟨10.1007/S10618-022-00870-Z⟩ |
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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⟩ |
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On GNN explanability with activation rulesData Mining and Knowledge Discovery, 2022, 38 (5), pp.3227-3261. ⟨10.1007/s10618-022-00870-z⟩ |
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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⟩ |
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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⟩ |
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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 |
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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 |