Clément Vignac
5 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
graph generation
(3)
generative model
(2)
diffusion model
(2)
permutation equivariance
(2)
graph neural network
(2)
molecular graph
(1)
3d generation
(1)
denoising diffusion
(1)
discrete diffusion
(1)
molecular generation
(1)
molecule generation
(1)
equivariant neural network
(1)
structural property
(1)
topological property
(1)
e(3) symmetry
(1)
3d molecular structure
(1)
set generation
(1)
planarity constraint
(1)
representation learning
(1)
equivariant generation
(1)
Papers
Generative Modelling of Structurally Constrained Graphs
NeurIPS 2024
DiGress: Discrete Denoising diffusion for graph generation
ICLR 2023
Equivariant Diffusion for Molecule Generation in 3D
ICML 2022
Top-N: Equivariant Set and Graph Generation without Exchangeability
ICLR 2022
Building powerful and equivariant graph neural networks with structural message-passing
NeurIPS 2020