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Yoshua Bengio — most-cited papers & profile · AI for Science
← authors
·
overview
Yoshua Bengio
126
papers ·
4350
citations ·
186
h-index
Centre Universitaire de Mila · Université de Montréal
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Most-cited papers
Benchmarking Graph Neural Networks
2020 · 233 citations
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
2023 · 152 citations
DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation
2018 · 56 citations
Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning
2020 · 43 citations
A Hitchhiker's Guide to Geometric GNNs for 3D Atomic Systems
2023 · 34 citations
Learning Neural Generative Dynamics for Molecular Conformation Generation
2021 · 29 citations
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures
2019 · 25 citations
Graph Neural Networks with Learnable Structural and Positional Representations
2021 · 25 citations
An End-to-End Framework for Molecular Conformation Generation via Bilevel Programming
2021 · 20 citations
Biological Sequence Design with GFlowNets
2022 · 20 citations
GFlowNets for AI-Driven Scientific Discovery
2023 · 16 citations
RetroGNN: Approximating Retrosynthesis by Graph Neural Networks for De Novo Drug Design
2020 · 15 citations
Diversifying Design of Nucleic Acid Aptamers Using Unsupervised Machine Learning
2022 · 9 citations
Crystal-GFN: sampling crystals with desirable properties and constraints
2023 · 5 citations
MAgNet: Mesh Agnostic Neural PDE Solver
2022 · 5 citations
Top co-authors
Alexandre Duval
· 6
Álex Hernández-García
· 6
Moksh Jain
· 6
Santiago Miret
· 5
Victor Schmidt
· 5
David Rolnick
· 4
F\'elix Therrien
· 4
Alexandra Volokhova
· 3
Alex Hern\'andez-Garc\'ia
· 3
Cheng-Hao Liu
· 3
Emmanuel Bengio
· 3
Jarrid Rector-Brooks
· 3
Topics
Drug Discovery
Chemistry
Materials
Genomics
Protein Science
Physics ML
Medical AI
Math & Equations
Climate & Weather