Luca Veyrin-Forrer

According to our database, Luca Veyrin-Forrer authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On GNN explainability with activation rules.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet

Data Min. Knowl. Discov., September, 2024

On GNN explanability with activation rules.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet

CoRR, 2024

2023

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).

Luca Veyrin-Forrer

PhD thesis, 2023

2022

In pursuit of the hidden features of GNN's internal representations.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet

Data Knowl. Eng., 2022

What Does My GNN Really Capture? On Exploring Internal GNN Representations.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet

Proceedings of the Extraction et Gestion des Connaissances, 2022

2019

Learning to run a power network challenge for training topology controllers.

Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon

CoRR, 2019