Ataollah Kamal
PhD student (access thesis page)
| Team(s) | DM2L |
| Institution | INSAVALOR |
| Location | Blaise Pascal (INSA) |
| ataollah.kamal at liris.cnrs.fr | |
| Thesis | On GNN Explainability (click to view details) |
Publications (IdHAL : ataollah-kamal )
Publications LIRIS pour Ataollah Kamal (4)
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Ataollah Kamal, Marc Plantevit & C. Robardet (2023). "Game Theoretic Explanations for Graph Neural Networks". Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of {ECML} {PKDD} 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers, Part {III}, 23 septembre 2023, Turin (Italy), pp. 217-232. doi : 10.1007/978-3-031-74633-8\_14. HAL : hal-04909498.
- 2022 (3)
- Journals (1)
- International journals with peer review (1)
- Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "On GNN explanability with activation rules". Data Mining and Knowledge Discovery, vol. 38, #5, pp. 3227-3261. doi : 10.1007/s10618-022-00870-z. HAL : hal-03821784.
. - Conferences (2)
- International conferences with peer review (1)
- Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence 2022, 22 juillet 2022, Vienna (Austria). HAL : hal-03700710. .
- National conferences with peer review (1)
- Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances (EGC 2022), 28 janvier 2022, Blois (France), pp. 159-170. HAL : hal-03921033. .
Publications hors LIRIS
Publication hors LIRIS pour Ataollah Kamal (1)
- 2024 (1)
- Journals (1)
- International journals with peer review (1)
- Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit & Céline Robardet (2024). "On GNN explanability with activation patterns". Data Mining and Knowledge Discovery, vol. 38, #5, pp. 3227-3261. doi : 10.1007/S10618-022-00870-Z. HAL : hal-03367714. .