Clément Vignac

20 papers A* 5Misc 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
SparseDiff: Sparse Discrete Diffusion for Scalable Graph Generation.
Trans. Mach. Learn. Res.
Yiming Qin, Clément Vignac, Pascal Frossard
2024 J jnl
Equivariant 3D-conditional diffusion model for molecular linker design.
Nat. Mac. Intell.
Ilia Igashov, Hannes Stärk, Clément Vignac, Arne Schneuing, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael M. Bronstein, Bruno E. Correia
2024 A* conf
Generative Modelling of Structurally Constrained Graphs.
NeurIPS
Manuel Madeira, Clément Vignac, Dorina Thanou, Pascal Frossard
2024 J jnl
Generative Modelling of Structurally Constrained Graphs.
CoRR
Manuel Madeira, Clément Vignac, Dorina Thanou, Pascal Frossard
2023 A* conf
DiGress: Discrete Denoising diffusion for graph generation.
ICLR
Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard
2023 — conf
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.
ECML/PKDD (2)
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
2023 J jnl
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation.
CoRR
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
2023 J jnl
Sparse Training of Discrete Diffusion Models for Graph Generation.
CoRR
Yiming Qin, Clément Vignac, Pascal Frossard
2022 J jnl
DiGress: Discrete Denoising diffusion for graph generation.
CoRR
Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard
2022 J jnl
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design.
CoRR
Ilia Igashov, Hannes Stärk, Clément Vignac, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael M. Bronstein, Bruno E. Correia
2022 A* conf
Equivariant Diffusion for Molecule Generation in 3D.
ICML
Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling
2022 J jnl
Equivariant Diffusion for Molecule Generation in 3D.
CoRR
Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling
2022 A* conf
Top-N: Equivariant Set and Graph Generation without Exchangeability.
ICLR
Clément Vignac, Pascal Frossard
2021 Misc conf
Modurec: Recommender Systems with Feature and Time Modulation.
ICASSP
Javier Maroto, Clément Vignac, Pascal Frossard
2021 J jnl
Top-N: Equivariant set and graph generation without exchangeability.
CoRR
Clément Vignac, Pascal Frossard
2020 J jnl
Building powerful and equivariant graph neural networks with message-passing.
CoRR
Clément Vignac, Andreas Loukas, Pascal Frossard
2020 A* conf
Building powerful and equivariant graph neural networks with structural message-passing.
NeurIPS
Clément Vignac, Andreas Loukas, Pascal Frossard
2020 J jnl
Modurec: Recommender Systems with Feature and Time Modulation.
CoRR
Javier Maroto, Clément Vignac, Pascal Frossard
2020 Misc conf
On The Choice of Graph Neural Network Architectures.
ICASSP
Clément Vignac, Guillermo Ortiz-Jiménez, Pascal Frossard
2019 J jnl
On the choice of graph neural network architectures.
CoRR
Clément Vignac, Guillermo Ortiz-Jiménez, Pascal Frossard