Li Deng

493 total papers · 53.6k total citations
317 papers, 30.3k citations indexed

About

Li Deng is a scholar working on Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition. According to data from OpenAlex, Li Deng has authored 317 papers receiving a total of 30.3k indexed citations (citations by other indexed papers that have themselves been cited), including 282 papers in Artificial Intelligence, 183 papers in Signal Processing and 47 papers in Computer Vision and Pattern Recognition. Recurrent topics in Li Deng's work include Speech Recognition and Synthesis (196 papers), Speech and Audio Processing (152 papers) and Music and Audio Processing (95 papers). Li Deng is often cited by papers focused on Speech Recognition and Synthesis (196 papers), Speech and Audio Processing (152 papers) and Music and Audio Processing (95 papers). Li Deng collaborates with scholars based in United States, Canada and United Kingdom. Li Deng's co-authors include Dong Yu, Xiaodong He, Abdelrahman Mohamed, Geoffrey E. Hinton, Brian Kingsbury, George E. Dahl, Andrew Senior, Alex Acero, Navdeep Jaitly and Patrick Nguyen and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the IEEE and IEEE Transactions on Industrial Electronics.

In The Last Decade

Li Deng

304 papers receiving 28.0k citations

Hit Papers

Deep Neural Networks for ... 2010 2026 2015 2020 2012 2014 2014 2014 2016 2.0k 4.0k 6.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
    2012 6.6k citations Geoffrey E. Hinton, Li Deng et al. IEEE Signal Processing Magazine profile →
  2. Deep Learning: Methods and Applications
    2014 2.3k citations Li Deng, Dong Yu profile →
  3. Convolutional Neural Networks for Speech Recognition
    2014 1.6k citations Ossama Abdel‐Hamid, Abdelrahman Mohamed et al. IEEE/ACM Transactions on Audio Speech and Language Processing profile →
  4. Deep Learning: Methods and Applications
    2014 1.2k citations Li Deng now publishers, Inc. eBooks profile →
  5. Stacked Attention Networks for Image Question Answering
    2016 1.2k citations Zichao Yang, Xiaodong He et al. profile →
  6. Deep Neural Networks for Acoustic Modeling in Speech Recognition
    2012 1.2k citations Geoffrey E. Hinton, Li Deng et al. IEEE Signal Processing Magazine profile →
  7. Learning deep structured semantic models for web search using clickthrough data
    2013 1.1k citations Po-Sen Huang, Xiaodong He et al. profile →
  8. From captions to visual concepts and back
    2015 770 citations Hao Fang, Saurabh Gupta et al. profile →
  9. New types of deep neural network learning for speech recognition and related applications: an overview
    2013 733 citations Li Deng, Geoffrey E. Hinton et al. profile →
  10. Recent advances in deep learning for speech research at Microsoft
    2013 510 citations Li Deng, Jinyu Li et al. profile →
  11. A tutorial survey of architectures, algorithms, and applications for deep learning
    2014 453 citations Li Deng APSIPA Transactions on Signal and Information Processing profile →
  12. Learning semantic representations using convolutional neural networks for web search
    2014 418 citations Yelong Shen, Xiaodong He et al. profile →
  13. A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval
    2014 400 citations Yelong Shen, Xiaodong He et al. profile →
  14. Cross-language knowledge transfer using multilingual deep neural network with shared hidden layers
    2013 396 citations Jui-Ting Huang, Jinyu Li et al. profile →
  15. An Overview of Noise-Robust Automatic Speech Recognition
    2014 373 citations Jinyu Li, Li Deng et al. IEEE/ACM Transactions on Audio Speech and Language Processing profile →
  16. Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP
    2010 335 citations Dong Yu, Li Deng IEEE Signal Processing Magazine profile →
  17. Multimodal Intelligence: Representation Learning, Information Fusion, and Applications
    2020 284 citations Chao Zhang, Zichao Yang et al. IEEE Journal of Selected Topics in Signal Processing profile →
  18. Large-scale malware classification using random projections and neural networks
    2013 269 citations George E. Dahl, Jack W. Stokes et al. profile →
  19. Binary coding of speech spectrograms using a deep auto-encoder
    2010 243 citations Li Deng, Michael L. Seltzer et al. profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Li Deng 19.3k 9.8k 7.8k 2.0k 1.9k 317 30.3k
Dong Yu 17.7k 0.9× 12.2k 1.2× 5.1k 0.7× 1.8k 0.9× 1.0k 0.5× 375 26.8k
Kevin W. Bowyer 12.8k 0.7× 7.4k 0.8× 13.1k 1.7× 2.1k 1.1× 4.4k 2.3× 385 35.6k
Quoc V. Le 17.9k 0.9× 4.1k 0.4× 13.3k 1.7× 1.7k 0.8× 2.0k 1.0× 134 31.3k
Andrew Senior 11.0k 0.6× 7.0k 0.7× 5.3k 0.7× 1.9k 0.9× 1.0k 0.5× 89 21.6k
L. R. Rabiner 16.1k 0.8× 15.7k 1.6× 10.3k 1.3× 3.9k 1.9× 1.2k 0.6× 270 38.4k
John Shawe‐Taylor 16.3k 0.8× 3.6k 0.4× 10.3k 1.3× 1.9k 1.0× 2.1k 1.1× 315 36.6k
John Platt 12.3k 0.6× 3.2k 0.3× 8.2k 1.1× 1.4k 0.7× 2.1k 1.1× 170 27.3k
Zhi‐Hua Zhou 22.6k 1.2× 4.1k 0.4× 13.2k 1.7× 2.1k 1.0× 4.8k 2.5× 397 38.3k
Aaron Courville 15.2k 0.8× 3.0k 0.3× 15.1k 1.9× 2.1k 1.1× 1.3k 0.7× 103 36.1k
Peter E. Hart 14.7k 0.8× 4.3k 0.4× 13.2k 1.7× 2.1k 1.1× 2.7k 1.4× 83 38.6k

Countries citing papers authored by Li Deng

Since Specialization
Citations

This map shows the geographic impact of Li Deng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Li Deng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Li Deng more than expected).

Fields of papers citing papers by Li Deng

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Li Deng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Li Deng. The network helps show where Li Deng may publish in the future.

Co-authorship network of co-authors of Li Deng

This figure shows the co-authorship network connecting the top 25 collaborators of Li Deng. A scholar is included among the top collaborators of Li Deng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Li Deng. Li Deng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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