Vignac, Clement

9 publications

TMLR 2025 SparseDiff: Sparse Discrete Diffusion for Scalable Graph Generation Yiming Qin, Clement Vignac, Pascal Frossard

NeurIPS 2024 Generative Modelling of Structurally Constrained Graphs Manuel Madeira, Clément Vignac, Dorina Thanou, Pascal Frossard

ICLR 2023 DiGress: Discrete Denoising Diffusion for Graph Generation Clement Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard

ECML-PKDD 2023 MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard

ICLRW 2023 MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation Clement Vignac, Nagham Osman, Laura Toni, Pascal Frossard

NeurIPSW 2022 Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design Ilia Igashov, Hannes Stärk, Clement Vignac, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael M. Bronstein, Bruno Correia

ICML 2022 Equivariant Diffusion for Molecule Generation in 3D Emiel Hoogeboom, Vı́ctor Garcia Satorras, Clément Vignac, Max Welling

ICLR 2022 Top-N: Equivariant Set and Graph Generation Without Exchangeability Clement Vignac, Pascal Frossard

NeurIPS 2020 Building Powerful and Equivariant Graph Neural Networks with Structural Message-Passing Clément Vignac, Andreas Loukas, Pascal Frossard