Victor García Satorras

Few-shot learning with graph neural networks

Victor García Satorras, Joan Bruna Estrach · 2018 · 160 citations

Few-shot Learning, Graph Neural Networks, Engineering +6

Equivariant Diffusion for Molecule Generation in 3D

Emiel Hoogeboom, Victor García Satorras, Clément Vignac et al. · arXiv (Cornell University) · 2022 · 118 citations · Full text

Geometric Learning, Engineering, Machine Learning +15

Equivariant 3D-conditional diffusion model for molecular linker design

Ilia Igashov, H. Stärk, Clément Vignac et al. · Nature Machine Intelligence · 2024 · 114 citations · Full text

Drug Target, Engineering, Hit Identification +17

Scalable emulation of protein equilibrium ensembles with generative deep learning

Sarah Lewis, Tim Hempel, José Jiménez-Luna et al. · Science · 2025 · 108 citations

E(n) Equivariant Graph Neural Networks

Victor García Satorras, Emiel Hoogeboom, Max Welling · arXiv (Cornell University) · 2021 · 105 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +13