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ORCIDLuca Veyrin-Forrer
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2020 – today
- 2024
[j2]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet
:
On GNN explainability with activation rules. Data Min. Knowl. Discov. 38(5): 3227-3261 (2024)- [i2]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
On GNN explanability with activation rules. CoRR abs/2406.11594 (2024) - 2023
- [b1]Luca Veyrin-Forrer:
Explaining machine learning models on graphs by identifying hidden structures built by GNNs. (Expliquer les modèles d'apprentissage automatique sur des graphes en identifiant les structures cachées construites par les GNN). INSA de Lyon, France, 2023 - 2022
- [j1]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
In pursuit of the hidden features of GNN's internal representations. Data Knowl. Eng. 142: 102097 (2022) - [c2]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN. EGC 2022: 159-170 - [c1]Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet:
What Does My GNN Really Capture? On Exploring Internal GNN Representations. IJCAI 2022: 747-752
2010 – 2019
- 2019
- [i1]Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon:
Learning to run a power network challenge for training topology controllers. CoRR abs/1912.04211 (2019)
Coauthor Index
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