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)

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 (EGC, 2022)

What Does My GNN Really Capture? On Exploring Internal GNN Representations. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (IJCAI, 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)

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 (2023)

On GNN explanability with activation rules. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (CoRR, 2024)

On GNN explainability with activation rules. - Luca Veyrin-Forrer; Ataollah Kamal; Stefan Duffner; Marc Plantevit; Céline Robardet (Data Min. Knowl. Discov., 2024)