Clément Vignac
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
graph generation
(1)
permutation equivariance
(1)
message passing
(1)
constraint satisfaction
(1)
graph diffusion
(1)
generative model
(1)
diffusion model
(1)
molecular graph
(1)
3d generation
(1)
denoising diffusion
(1)
molecule generation
(1)
equivariant neural network
(1)
structural property
(1)
topological property
(1)
graph neural network
(1)
e(3) symmetry
(1)
3d molecular structure
(1)
planarity constraint
(1)
Papers
Generative Modelling of Structurally Constrained Graphs
NIPS 2024
DiGress: Discrete Denoising diffusion for graph generation
ICLR 2023
Top-N: Equivariant Set and Graph Generation without Exchangeability
ICLR 2022
Equivariant Diffusion for Molecule Generation in 3D
ICML 2022
Building powerful and equivariant graph neural networks with structural message-passing
NIPS 2020