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Researcher · Amazon (United States) · United States

Chenlei Guo

Chenlei Guo publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems, on topics such as Topic Modeling, Natural Language Processing Techniques and Speech and dialogue systems.

ORCID 0009-0006-0502-947X OpenAlex
World rank
#2,264,064
of 7,710,434 ranked researchers
Rank in United States
#676,923
of 1,627,098
Works
55
Citations
2.2k
Citations per work
39.8
h-index
12
i10-index 13Top 32% in Artificial Intelligence
Chenlei Guo

What does Chenlei Guo research?

Chenlei Guo's work is mostly in Computer Science (88%), Neuroscience (3%), Biochemistry, Genetics and Molecular Biology (2%).

Physical Sciences: 48 works · 87.9% of their workComputer Science: 48 works · 87.9% of their workArtificial Intelligence: 37 works · 67.7% of their workComputer Vision and Pattern Recognition: 6 works · 10.1% of their workInformation Systems: 5 works · 8.2% of their workHuman-Computer Interaction: 1 works · 1.9% of their workEverything else: 4 works · 6.4% of their workLife Sciences: 3 works · 5.7% of their workNeuroscience: 2 works · 3.2% of their workCognitive Neuroscience: 2 works · 3.2% of their workBiochemistry, Genetics and Molecular Biology: 1 works · 2.5% of their workMolecular Biology: 1 works · 2.5% of their workTHEIR WORKChenlei Guo55works
Life Sciences6%Physical Sciences88%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science4887.9%
  2. Everything else46.4%
    1. Neuroscience23.2%
    2. Biochemistry, Genetics and Molecular Biology12.5%
  1. 1Artificial Intelligence68% of their works
  2. 2Computer Vision and Pattern Recognition10% of their works
  3. 3Information Systems8% of their works
  4. 4Cognitive Neuroscience3% of their works
  5. 5Molecular Biology2% of their works
  6. 6Human-Computer Interaction2% of their works

Research topics

Which keywords describe Chenlei Guo's research?

The keywords of their largest research topics: Neural Networks, Information Retrieval, Text Classification, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation and Markov Decision Processes.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 20 words, with their numbers
  1. Neural Networks503 topics
  2. Information Retrieval422 topics
  3. Text Classification422 topics
  4. Machine Translation381 topic
  5. Word Representation381 topic
  6. Neural Machine Translation231 topic
  7. Statistical Machine Translation231 topic
  8. Markov Decision Processes171 topic
  9. Spoken Dialogue Systems171 topic
  10. Deep Learning122 topics
  11. Collaborative Filtering71 topic
  12. Matrix Factorization71 topic
  13. Saliency Detection51 topic
  14. Visual Attention51 topic
  15. Feature Selection41 topic
  16. Hyperparameter Optimization41 topic
  17. Multi-label Learning41 topic
  18. Neural Processing41 topic
  19. Noisy Labels41 topic
  20. Visual Perception41 topic

Where does Chenlei Guo work?

Chenlei Guo's main affiliation in the publication record is Amazon (United States), United States.

How many publications and citations does Chenlei Guo have?

OpenAlex counts 55 works and 2,190 citations for Chenlei Guo, an h-index of 12, ranking #2,264,064 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Chenlei Guo

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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