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Yoshua Bengio

The Litlas record for Yoshua Bengio includes 996 papers and 532,737 citations.

Active 1988–2026
996
Papers
532,737
Citations
200
h-index
732
i10-index

Citations

Citations per year for Yoshua Bengio1905: 3 citations1962: 1 citations1973: 2 citations1975: 4 citations1979: 2 citations1981: 2 citations1982: 1 citations1986: 1 citations1988: 1 citations1989: 19 citations1990: 6 citations1991: 13 citations1992: 18 citations1993: 12 citations1994: 43 citations1995: 41 citations1996: 65 citations1997: 57 citations1998: 75 citations1999: 93 citations2000: 103 citations2001: 116 citations2002: 132 citations2003: 184 citations2004: 250 citations2005: 329 citations2006: 412 citations2007: 403 citations2008: 446 citations2009: 618 citations2010: 779 citations2011: 948 citations2012: 1,243 citations2013: 1,985 citations2014: 3,710 citations2015: 6,156 citations2016: 10,828 citations2017: 18,225 citations2018: 26,665 citations2019: 36,774 citations2020: 41,768 citations2021: 41,066 citations2022: 29,846 citations2023: 28,858 citations2024: 27,801 citations2025: 23,460 citations2026: 8,780 citations1906–1961: no citations, so these years are not shown1963–1972: no citations, so these years are not shown1974: no citations, so this year is not shown1976–1978: no citations, so these years are not shown1980: no citations, so this year is not shown1983–1985: no citations, so these years are not shown1987: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 73,752 citing papers, 26% of this breakdownUnited States: 51,959 citing papers, 18.4% of this breakdownUnited Kingdom: 15,635 citing papers, 5.5% of this breakdownGermany: 10,928 citing papers, 3.9% of this breakdownCanada: 9,412 citing papers, 3.3% of this breakdownIndia: 9,340 citing papers, 3.3% of this breakdownSouth Korea: 8,507 citing papers, 3% of this breakdownAustralia: 7,878 citing papers, 2.8% of this breakdownJapan: 7,445 citing papers, 2.6% of this breakdownFrance: 7,037 citing papers, 2.5% of this breakdownItaly: 6,257 citing papers, 2.2% of this breakdownHong Kong: 5,435 citing papers, 1.9% of this breakdownSingapore: 5,071 citing papers, 1.8% of this breakdownSpain: 4,445 citing papers, 1.6% of this breakdownSwitzerland: 4,115 citing papers, 1.5% of this breakdownNetherlands: 3,513 citing papers, 1.2% of this breakdownTaiwan: 3,229 citing papers, 1.1% of this breakdownBrazil: 2,611 citing papers, 0.9% of this breakdownSaudi Arabia: 2,344 citing papers, 0.8% of this breakdownIsrael: 2,178 citing papers, 0.8% of this breakdownSweden: 2,124 citing papers, 0.8% of this breakdownTürkiye: 2,048 citing papers, 0.7% of this breakdownIran: 1,873 citing papers, 0.7% of this breakdownBelgium: 1,584 citing papers, 0.6% of this breakdownPakistan: 1,505 citing papers, 0.5% of this breakdownAustria: 1,504 citing papers, 0.5% of this breakdownFinland: 1,483 citing papers, 0.5% of this breakdownGreece: 1,471 citing papers, 0.5% of this breakdownPoland: 1,430 citing papers, 0.5% of this breakdownRussia: 1,383 citing papers, 0.5% of this breakdownMalaysia: 1,339 citing papers, 0.5% of this breakdownDenmark: 1,306 citing papers, 0.5% of this breakdownPortugal: 1,267 citing papers, 0.5% of this breakdownUnited Arab Emirates: 1,193 citing papers, 0.4% of this breakdownNorway: 1,148 citing papers, 0.4% of this breakdownVietnam: 1,049 citing papers, 0.4% of this breakdownEgypt: 1,047 citing papers, 0.4% of this breakdownMacao: 1,022 citing papers, 0.4% of this breakdownBangladesh: 975 citing papers, 0.4% of this breakdownIreland: 965 citing papers, 0.3% of this breakdownMexico: 887 citing papers, 0.3% of this breakdownCzechia: 869 citing papers, 0.3% of this breakdownNew Zealand: 730 citing papers, 0.3% of this breakdownRomania: 600 citing papers, 0.2% of this breakdownIndonesia: 598 citing papers, 0.2% of this breakdownAlgeria: 587 citing papers, 0.2% of this breakdownTunisia: 566 citing papers, 0.2% of this breakdownSouth Africa: 562 citing papers, 0.2% of this breakdownMorocco: 548 citing papers, 0.2% of this breakdownThailand: 531 citing papers, 0.2% of this breakdownQatar: 463 citing papers, 0.2% of this breakdownChile: 427 citing papers, 0.2% of this breakdownHungary: 416 citing papers, 0.2% of this breakdownJordan: 315 citing papers, 0.1% of this breakdownColombia: 312 citing papers, 0.1% of this breakdownSlovenia: 282 citing papers, 0.1% of this breakdownIraq: 279 citing papers, 0.1% of this breakdownLuxembourg: 261 citing papers, 0.1% of this breakdownCyprus: 237 citing papers, 0.1% of this breakdownUkraine: 233 citing papers, 0.1% of this breakdownArgentina: 226 citing papers, 0.1% of this breakdownNigeria: 217 citing papers, 0.1% of this breakdownSlovakia: 216 citing papers, 0.1% of this breakdownSerbia: 198 citing papers, 0.1% of this breakdownEstonia: 196 citing papers, 0.1% of this breakdownCroatia: 191 citing papers, 0.1% of this breakdownPhilippines: 183 citing papers, 0.1% of this breakdownLebanon: 178 citing papers, 0.1% of this breakdownEthiopia: 157 citing papers, 0.1% of this breakdownBulgaria: 139 citing papers, 0.1% of this breakdownEcuador: 135 citing papers, 0.1% of this breakdownKazakhstan: 134 citing papers, 0.1% of this breakdownSri Lanka: 129 citing papers, 0.1% of this breakdownLithuania: 113 citing papers, less than 0.1% of this breakdownYemen: 109 citing papers, less than 0.1% of this breakdownPeru: 102 citing papers, less than 0.1% of this breakdownCayman Islands: 100 citing papers, less than 0.1% of this breakdownMalta: 93 citing papers, less than 0.1% of this breakdownKuwait: 85 citing papers, less than 0.1% of this breakdownOman: 83 citing papers, less than 0.1% of this breakdownBelarus: 81 citing papers, less than 0.1% of this breakdownIceland: 75 citing papers, less than 0.1% of this breakdownNepal: 74 citing papers, less than 0.1% of this breakdownGhana: 69 citing papers, less than 0.1% of this breakdownKenya: 65 citing papers, less than 0.1% of this breakdownPuerto Rico: 62 citing papers, less than 0.1% of this breakdownLatvia: 52 citing papers, less than 0.1% of this breakdownNorth Macedonia: 50 citing papers, less than 0.1% of this breakdownCosta Rica: 49 citing papers, less than 0.1% of this breakdownAzerbaijan: 46 citing papers, less than 0.1% of this breakdownCuba: 46 citing papers, less than 0.1% of this breakdownUzbekistan: 45 citing papers, less than 0.1% of this breakdownUruguay: 42 citing papers, less than 0.1% of this breakdownSouth Sudan: 40 citing papers, less than 0.1% of this breakdownUganda: 39 citing papers, less than 0.1% of this breakdownCameroon: 38 citing papers, less than 0.1% of this breakdownBrunei: 37 citing papers, less than 0.1% of this breakdownBosnia & Herzegovina: 35 citing papers, less than 0.1% of this breakdownJamaica: 34 citing papers, less than 0.1% of this breakdownPalestinian Territories: 34 citing papers, less than 0.1% of this breakdownBahrain: 32 citing papers, less than 0.1% of this breakdownFiji: 31 citing papers, less than 0.1% of this breakdownRwanda: 31 citing papers, less than 0.1% of this breakdownSudan: 31 citing papers, less than 0.1% of this breakdownTanzania: 30 citing papers, less than 0.1% of this breakdownMyanmar (Burma): 29 citing papers, less than 0.1% of this breakdownMontenegro: 28 citing papers, less than 0.1% of this breakdownDominican Republic: 26 citing papers, less than 0.1% of this breakdownLiechtenstein: 25 citing papers, less than 0.1% of this breakdownMongolia: 24 citing papers, less than 0.1% of this breakdownVenezuela: 24 citing papers, less than 0.1% of this breakdownCambodia: 22 citing papers, less than 0.1% of this breakdownMoldova: 21 citing papers, less than 0.1% of this breakdownArmenia: 20 citing papers, less than 0.1% of this breakdownSenegal: 19 citing papers, less than 0.1% of this breakdownAlbania: 15 citing papers, less than 0.1% of this breakdownSyria: 15 citing papers, less than 0.1% of this breakdownAfghanistan: 14 citing papers, less than 0.1% of this breakdownGeorgia: 14 citing papers, less than 0.1% of this breakdownBenin: 13 citing papers, less than 0.1% of this breakdownLibya: 13 citing papers, less than 0.1% of this breakdownPanama: 12 citing papers, less than 0.1% of this breakdownParaguay: 12 citing papers, less than 0.1% of this breakdownBurundi: 10 citing papers, less than 0.1% of this breakdownZimbabwe: 10 citing papers, less than 0.1% of this breakdownBolivia: 9 citing papers, less than 0.1% of this breakdownBotswana: 8 citing papers, less than 0.1% of this breakdownCôte d’Ivoire: 8 citing papers, less than 0.1% of this breakdownGuatemala: 8 citing papers, less than 0.1% of this breakdownMauritius: 8 citing papers, less than 0.1% of this breakdownMozambique: 8 citing papers, less than 0.1% of this breakdownNorth Korea: 7 citing papers, less than 0.1% of this breakdownZambia: 7 citing papers, less than 0.1% of this breakdownBurkina Faso: 6 citing papers, less than 0.1% of this breakdownMali: 6 citing papers, less than 0.1% of this breakdownNew Caledonia: 6 citing papers, less than 0.1% of this breakdownTajikistan: 6 citing papers, less than 0.1% of this breakdownGambia: 5 citing papers, less than 0.1% of this breakdownMalawi: 5 citing papers, less than 0.1% of this breakdownNicaragua: 5 citing papers, less than 0.1% of this breakdownSomalia: 5 citing papers, less than 0.1% of this breakdownTrinidad & Tobago: 5 citing papers, less than 0.1% of this breakdownBahamas: 4 citing papers, less than 0.1% of this breakdownBhutan: 4 citing papers, less than 0.1% of this breakdownKyrgyzstan: 4 citing papers, less than 0.1% of this breakdownMadagascar: 4 citing papers, less than 0.1% of this breakdownNiger: 4 citing papers, less than 0.1% of this breakdownFrench Polynesia: 4 citing papers, less than 0.1% of this breakdownCongo - Kinshasa: 3 citing papers, less than 0.1% of this breakdownCongo - Brazzaville: 3 citing papers, less than 0.1% of this breakdownNamibia: 3 citing papers, less than 0.1% of this breakdownChad: 3 citing papers, less than 0.1% of this breakdownKosovo: 3 citing papers, less than 0.1% of this breakdown
0%26%Other less than 0.1%

Réunion less than 0.1%、Guadeloupe less than 0.1% cannot be drawn at this map scale, so they are listed here instead.

Institutions

Fields

  • Computer Science63.1%
  • Engineering13.3%
  • Medicine5.7%
  • Neuroscience3%
  • Biochemistry, Genetics and Molecular Biology2.8%
  • Physics and Astronomy1.8%
  • Other10.3%

Topics

  • Topic Modeling4.2%
  • Advanced Neural Network Applications3.2%
  • Natural Language Processing Techniques2.8%
  • Domain Adaptation and Few-Shot Learning2.6%
  • Multimodal Machine Learning Applications2.2%
  • Anomaly Detection Techniques and Applications1.9%
  • Other83.1%

Coauthors

Selected research

  1. A Complexity-Based Theory of Compositionality
  2. Towards Biologically Plausible Deep Learning
  3. MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis

All papers

Open in search
  1. Deep learning

    Authors: Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton - Nature, Nat. 2015 cited by 85,135

  2. Gradient-based learning applied to document recognition

    Authors: Yann LeCun, Léon Bottou, Yoshua Bengio, Patrick Haffner - IEEE, Proc. IEEE 1998 cited by 59,921

  3. Generative Adversarial Networks

    Authors: Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron C. Courville, Yoshua Bengio - Communications of the ACM, Commun. ACM 2020 cited by 14,417

  4. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

    Authors: Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio - Conference on Empirical Methods in Natural Language Processing (EMNLP) 2014 cited by 25,290

  5. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

    Authors: Junyoung Chung, Çaglar Gülçehre, KyungHyun Cho, Yoshua Bengio - arXiv (Cornell University), CoRR 2014 cited by 10,801

  6. Graph Attention Networks

    Authors: Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio - ICLR (Poster) 2018 cited by 27,465

  7. Neural Machine Translation by Jointly Learning to Align and Translate

    Authors: Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio - ICLR 2015 cited by 14,772

  8. HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

    Authors: Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William W. Cohen, Ruslan Salakhutdinov, Christopher D. Manning - Conference on Empirical Methods in Natural Language Processing, EMNLP 2018 cited by 2,416

  9. Proceedings of the 21st International Conference on Neural Information Processing Systems

    Authors: Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou - 2008 cited by 4,491

  10. Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation

    Authors: Yoshua Bengio, Nicholas Léonard, Aaron C. Courville - arXiv (Cornell University), CoRR 2013 cited by 2,992

  11. Curriculum learning

    Authors: Yoshua Bengio, Jérôme Louradour, Ronan Collobert, Jason Weston - Conference on Machine Learning, ICML 2009 cited by 5,226

  12. Learning long-term dependencies with gradient descent is difficult

    Authors: Yoshua Bengio, Patrice Y. Simard, Paolo Frasconi - IEEE Transactions on Neural Networks, IEEE Trans. Neural Networks 1994 cited by 8,685

  13. Extracting and composing robust features with denoising autoencoders

    Authors: Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pierre-Antoine Manzagol - conference on Machine learning - ICML '08 2008 cited by 7,452

  14. Scientific discovery in the age of artificial intelligence

    Authors: Hanchen Wang, Tianfan Fu, Yuanqi Du, Wenhao Gao, Kexin Huang, Ziming Liu, Payal Chandak, Shengchao Liu, Peter Van Katwyk, Andreea Deac, Anima Anandkumar, Karianne Bergen, Carla P. Gomes, Shirley Ho, Pushmeet Kohli, Joan Lasenby, Jure Leskovec, Tie-Yan Liu, Arjun K. Manrai, Debora S. Marks, Bharath Ramsundar, Le Song, Jimeng Sun, Jian Tang, Petar Velickovic, Max Welling, Linfeng Zhang, Connor W. Coley, Yoshua Bengio, Marinka Zitnik - Nature, Nat. 2023 cited by 1,794

  15. Random Search for Hyper-Parameter Optimization

    Authors: James Bergstra, Yoshua Bengio, Léon Bottou - http://jmlr.csail.mit.edu/papers/volume13/bergstra12a/bergstra12a.pdf, J. Mach. Learn. Res. 2012 cited by 7,930

  16. FitNets: Hints for Thin Deep Nets

    Authors: Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, Yoshua Bengio - ICLR (Poster) 2015 cited by 2,352

  17. Understanding intermediate layers using linear classifier probes

    Authors: Guillaume Alain, Yoshua Bengio - ICLR (Workshop) 2017 cited by 1,651

  18. NICE: Non-linear Independent Components Estimation

    Authors: Laurent Dinh, David Krueger, Yoshua Bengio - http://arxiv.org/pdf/1410.8516.pdf, ICLR (Workshop) 2014 cited by 1,586

  19. Toward Causal Representation Learning

    Authors: Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio - IEEE, Proc. IEEE 2021 cited by 1,149

  20. On the Properties of Neural Machine Translation: Encoder-Decoder Approaches

    Authors: KyungHyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, Yoshua Bengio - SSST-8, Eighth Workshop on Syntax, Semantics and Structure in Statistical Translation, SSST@EMNLP 2014 cited by 6,731

  21. SpeechBrain: A General-Purpose Speech Toolkit

    Authors: Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-Chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato De Mori, Yoshua Bengio - arXiv (Cornell University), CoRR 2021 cited by 751

  22. Understanding the difficulty of training deep feedforward neural networks

    Authors: Xavier Glorot, Yoshua Bengio - http://jmlr.csail.mit.edu/proceedings/papers/v9/glorot10a/glorot10a.pdf, AISTATS 2010 cited by 12,654

  23. Learning deep representations by mutual information estimation and maximization

    Authors: R. Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Philip Bachman, Adam Trischler, Yoshua Bengio - ICLR 2019 cited by 3,037

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

    Authors: Alexander Tong, Kilian Fatras, Nikolay Malkin, Guillaume Huguet, Yanlei Zhang, Jarrid Rector-Brooks, Guy Wolf, Yoshua Bengio - Trans. Mach. Learn. Res. 2024 cited by 358