Clément Vignac

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Diffusion Process

Tree Reweighted

Graph Structure

Top Venues

Publications

Manuel Madeira, Clément Vignac, Dorina Thanou, Pascal Frossard
Generative Modelling of Structurally Constrained Graphs. CoRR (2024)
Ilia Igashov, Hannes Stärk, Clément Vignac, Arne Schneuing, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael M. Bronstein, Bruno E. Correia
Equivariant 3D-conditional diffusion model for molecular linker design. Nat. Mac. Intell. 6 (4) (2024)
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. ECML/PKDD (2) (2023)
Yiming Qin, Clément Vignac, Pascal Frossard
Sparse Training of Discrete Diffusion Models for Graph Generation. CoRR (2023)
Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard
DiGress: Discrete Denoising diffusion for graph generation. ICLR (2023)
Clément Vignac, Nagham Osman, Laura Toni, Pascal Frossard
MiDi: Mixed Graph and 3D Denoising Diffusion for Molecule Generation. CoRR (2023)
Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling
Equivariant Diffusion for Molecule Generation in 3D. CoRR (2022)
Clément Vignac, Pascal Frossard
Top-N: Equivariant Set and Graph Generation without Exchangeability. ICLR (2022)
Emiel Hoogeboom, Victor Garcia Satorras, Clément Vignac, Max Welling
Equivariant Diffusion for Molecule Generation in 3D. ICML (2022)
Clément Vignac, Igor Krawczuk, Antoine Siraudin, Bohan Wang, Volkan Cevher, Pascal Frossard
DiGress: Discrete Denoising diffusion for graph generation. CoRR (2022)
Ilia Igashov, Hannes Stärk, Clément Vignac, Victor Garcia Satorras, Pascal Frossard, Max Welling, Michael M. Bronstein, Bruno E. Correia
Equivariant 3D-Conditional Diffusion Models for Molecular Linker Design. CoRR (2022)
Clément Vignac, Pascal Frossard
Top-N: Equivariant set and graph generation without exchangeability. CoRR (2021)
Javier Maroto, Clément Vignac, Pascal Frossard
Modurec: Recommender Systems with Feature and Time Modulation. ICASSP (2021)
Clément Vignac, Guillermo Ortiz-Jiménez, Pascal Frossard
On The Choice of Graph Neural Network Architectures. ICASSP (2020)
Javier Maroto, Clément Vignac, Pascal Frossard
Modurec: Recommender Systems with Feature and Time Modulation. CoRR (2020)
Clément Vignac, Andreas Loukas, Pascal Frossard
Building powerful and equivariant graph neural networks with message-passing. CoRR (2020)
Clément Vignac, Andreas Loukas, Pascal Frossard
Building powerful and equivariant graph neural networks with structural message-passing. NeurIPS (2020)
Clément Vignac, Guillermo Ortiz-Jiménez, Pascal Frossard
On the choice of graph neural network architectures. CoRR (2019)