Antoine Siraudin

According to our database, Antoine Siraudin authored at least 3 papers between 2023 and 2025.

Collaborative distances:

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

2025

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks.

Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca, Luis Müller, Jan Tönshoff, Antoine Siraudin, Viktor Zaverkin, Michael M. Bronstein, Mathias Niepert, Bryan Perozzi, Mikhail Galkin, Christopher Morris

CoRR, February, 2025

Cometh: A continuous-time discrete-state graph diffusion model.

Antoine Siraudin, Fragkiskos D. Malliaros, Christopher Morris

Trans. Mach. Learn. Res., 2025

2023

DiGress: Discrete Denoising diffusion for graph generation.

Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard

Proceedings of the Eleventh International Conference on Learning Representations, 2023