Clément Vignac

Statistics

Publications

Citations

399

H-Index

Active since

2020

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Clément Vignac is an author at École Polytechnique Fédérale de Lausanne specializing in chemical space exploration, computational chemistry, and molecular modeling.

Publications per year

2020–2024

Publications

Equivariant 3D-conditional diffusion model for molecular linker design

Ilia Igashov, H. Stärk, Clément Vignac et al. · Nature Machine Intelligence · 2024 · 141 citations · Full text

Pharmacy, Chemistry, Medicinal Chemistry +11

Equivariant Diffusion for Molecule Generation in 3D

Emiel Hoogeboom, Víctor García Satorras, Clément Vignac et al. · arXiv (Cornell University) · 2022 · 121 citations · Full text

Natural Sciences, Chemistry, 3D Modeling +15

DiGress: Discrete Denoising diffusion for graph generation

Clément Vignac, Igor Krawczuk, Antoine Siraudin et al. · arXiv (Cornell University) · 2022 · 71 citations · Full text

Computing, Data Science, Drug Discovery +16

Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design

Ilia Igashov, H. Stärk, Clément Vignac et al. · arXiv (Cornell University) · 2022 · 35 citations · Full text

Pharmacy, Medicinal Chemistry, Computational Chemistry +14

Building powerful and equivariant graph neural networks with structural message-passing

Clément Vignac, Andreas Loukas, Pascal Frossard · arXiv (Cornell University) · 2020 · 21 citations · Full text

Computing, Computer Science, Computational Chemistry +16

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