Yoshua Bengio

Also affiliated with Université de Montréal

Computer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 24 papers. Top paper: “Deep learning”.

Deep learning

Nature(2015)10.1038/nature14539

N/A

1.7DataRank · unranked

79092 citations

Yoshua Bengio, Geoffrey E. Hinton, Yann LeCun

Gradient-based learning applied to document recognition

Proceedings of the IEEE(1998)10.1109/5.726791

N/A

1.6DataRank · unranked

57473 citations

P. Haffner, Yann LeCun, Léon Bottou, Yoshua Bengio, Patrick Haffner

Generative adversarial networks

Communications of the ACM(2020)10.1145/3422622

N/A

1.4DataRank · unranked

13214 citations

Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair +3 more

Representation Learning: A Review and New Perspectives

IEEE Transactions on Pattern Analysis and Machine Intelligence(2013)10.1109/tpami.2013.50

N/A

1.4DataRank · unranked

12817 citations

P. Vincent, Yoshua Bengio, Aaron Courville, P. M. Durai Raj Vincent

Extracting and composing robust features with denoising autoencoders

Proceedings of the 25th international conference on Machine learning - ICML '08(2008)10.1145/1390156.1390294

N/A

1.3DataRank · unranked

7303 citations

Hugo Larochelle, Yoshua Bengio, Pierre-Antoine Manzagol, Pascal Vincent

Learning Deep Architectures for AI

Foundations and Trends® in Machine Learning(2009)10.1561/2200000006

N/A

1.3DataRank · unranked

6884 citations

Yoshua Bengio

Learning Deep Architectures for AI

now publishers, Inc. eBooks(2009)10.1561/9781601982957

N/A

1.3DataRank · unranked

5071 citations

Yoshua Bengio

Generative Adversarial Networks

arXiv (Cornell University)(2014)10.48550/arxiv.1406.2661

N/A

1.3DataRank · unranked

4538 citations

Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair +3 more

Toward Causal Representation Learning

Proceedings of the IEEE(2021)10.1109/jproc.2021.3058954

N/A

1.0DataRank · unranked

1055 citations

Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal +2 more

Causal machine learning for single-cell genomics

Nature Genetics(2025)10.1038/s41588-025-02124-2

N/A

0.696DataRank · unranked

27 citations

Stefan Bauer, Meshal Ansari, Yoshua Bengio, Fabian Joachim Theis, Paul A. Bertin +1 more

A high-throughput phenotypic screen combined with an ultra-large-scale deep learning-based virtual screening reveals novel scaffolds of antibacterial compounds

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.11.612340

N/A

0.324DataRank · unranked

5 citations

Steven T. Rutherford, Ziqing Lu, Kerry R. Buchholz, Nicholas J. Skelton, Kangway V. Chuang +16 more

Deep-learning-based virtual screening of antibacterial compounds

Nature Biotechnology(2025)10.1038/s41587-025-02814-6

N/A

0.300DataRank · unranked

4 citations

Steven T. Rutherford, Ziqing Lu, Kerry R. Buchholz, Nathaniel Diamant, Jan-Christian Hütter +16 more

A scalable gene network model of regulatory dynamics in single cells

arXiv (Cornell University)(2025)10.48550/arxiv.2503.20027

N/A

0.104DataRank · unranked

1 citations

Joseph D. Viviano, Alejandro Tejada-Lapuerta, Weixu Wang, Stefan Bauer, Fabian Joachim Theis +2 more

Simulation-free Schrödinger bridges via score and flow matching

arXiv (Cornell University)(2023)10.48550/arxiv.2307.03672

N/A

0DataRank · unranked

6 citations

Nikolay Malkin, Kilian Fatras, Lazar Atanackovic, Yan‐Lei Zhang, Guillaume Huguet +3 more

Trajectory Flow Matching with Applications to Clinical Time Series Modeling

arXiv (Cornell University)(2024)10.48550/arxiv.2410.21154

N/A

0DataRank · unranked

0 citations

Pu Yuan, Yuki I. Kawamura, Andrew Loza, Yoshua Bengio, Dennis Shung +2 more

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

UCL Discovery (University College London)(2021)10.33774/chemrxiv-2021-rzq4n

N/A

0DataRank · unranked

13 citations

Rima Al‐awar, Rommie E. Amaro, C.H. Arrowsmith, Hátylas Azevedo, Robert A. Batey +34 more

How does hemispheric specialization contribute to human-defining cognition?

Neuron(2021)10.1016/j.neuron.2021.04.024

N/A

0DataRank · unranked

123 citations

Yoshua Bengio, Danilo Bzdok, Gesa Hartwigsen

Publisher Correction: Deep-learning-based virtual screening of antibacterial compounds

Nature Biotechnology(2025)10.1038/s41587-025-02941-0

N/A

0DataRank · unranked

0 citations

Steven T. Rutherford, Ziqing Lu, Kerry R. Buchholz, Nathaniel Diamant, Jan-Christian Hütter +16 more

CACHE (Critical Assessment of Computational Hit-finding Experiments): A public-private partnership benchmarking initiative to enable the development of computational methods for hit-finding

ChemRxiv(2021)10.26434/chemrxiv-2021-rzq4n

N/A

0DataRank · unranked

0 citations

Rima Al‐awar, Rommie E. Amaro, C.H. Arrowsmith, Hátylas Azevedo, Robert A. Batey +34 more

Catalyzing next-generation Artificial Intelligence through NeuroAI

Nature Communications(2023)10.1038/s41467-023-37180-x

N/A

0DataRank · unranked

288 citations

G. Sean Escola, Blake A. Richards, Bence P. Ölveczky, Yoshua Bengio, Kwabena Boahen +22 more

A community effort in SARS‐CoV‐2 drug discovery

Molecular Informatics(2023)10.1002/minf.202300262

N/A

0DataRank · unranked

18 citations

Philipp Seidl, Katarina Elez, Tim Hempel, Tuan Le, Frank Noé +95 more

HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution

arXiv (Cornell University)(2023)10.48550/arxiv.2306.15794

N/A

0DataRank · unranked

152 citations

Michael Poli, Marjan Faizi, Armin W. Thomas, C. J. Birch-sykes, Michael Wornow +8 more

Hyena Hierarchy: Towards Larger Convolutional Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2302.10866

N/A

0DataRank · unranked

75 citations

Stefano Massaroli, Éric Nguyen, Daniel Y. Fu, Tri Dao, Stephen A. Baccus +4 more

Improving and generalizing flow-based generative models with minibatch optimal transport

arXiv (Cornell University)(2023)10.48550/arxiv.2302.00482

N/A

0DataRank · unranked

31 citations

Kilian Fatras, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks +3 more