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Researcher · Huawei Technologies (China) · China

Guohao Cai

Guohao Cai publishes mostly in Artificial Intelligence, Information Systems and Management Science and Operations Research, on topics such as Recommender Systems and Techniques, Advanced Bandit Algorithms Research and Advanced Graph Neural Networks.

ORCID 0000-0002-9000-857X OpenAlex
World rank
#804,623
of 7,710,434 ranked researchers
Rank in China
#108,846
of 978,568
Works
64
Citations
1.8k
Citations per work
27.9
h-index
15
i10-index 21Top 22% in Artificial Intelligence
Guohao Cai

What does Guohao Cai research?

Guohao Cai's work is mostly in Computer Science (51%), Decision Sciences (7%), Biochemistry, Genetics and Molecular Biology (6%).

Physical Sciences: 33 works · 50.8% of their workComputer Science: 33 works · 50.8% of their workArtificial Intelligence: 15 works · 23.5% of their workInformation Systems: 14 works · 21.2% of their workComputer Vision and Pattern Recognition: 4 works · 6.1% of their workEverything else: 20 works · 31.3% of their workSocial Sciences: 5 works · 7.3% of their workDecision Sciences: 5 works · 7.3% of their workManagement Science and Operations Research: 5 works · 7.3% of their workLife Sciences: 4 works · 5.6% of their workBiochemistry, Genetics and Molecular Biology: 4 works · 5.6% of their workMolecular Biology: 4 works · 5.6% of their workHealth Sciences: 3 works · 5.0% of their workMedicine: 3 works · 5.0% of their workOncology: 3 works · 5.0% of their workTHEIR WORKGuohao Cai64works
Life Sciences6%Physical Sciences51%Health Sciences5%Social Sciences7%

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 Science3350.8%
  2. Everything else2031.3%
    1. Decision Sciences57.3%
    1. Biochemistry, Genetics and Molecular Biology45.6%
    1. Medicine35.0%
  1. 1Artificial Intelligence24% of their works
  2. 2Information Systems21% of their works
  3. 3Management Science and Operations Research7% of their works
  4. 4Computer Vision and Pattern Recognition6% of their works
  5. 5Molecular Biology6% of their works
  6. 6Oncology5% of their works

Research topics

Which keywords describe Guohao Cai's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Matrix Factorization, Bandit Optimization, Bayesian Optimization, Cancer and Graph Neural Networks.

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 19 words, with their numbers
  1. Deep Learning432 topics
  2. Neural Networks422 topics
  3. Collaborative Filtering331 topic
  4. Matrix Factorization331 topic
  5. Bandit Optimization131 topic
  6. Bayesian Optimization131 topic
  7. Cancer102 topics
  8. Graph Neural Networks101 topic
  9. Knowledge Graph Embedding101 topic
  10. Machine Translation91 topic
  11. Word Representation91 topic
  12. Resveratrol71 topic
  13. Sirtuins71 topic
  14. Autophagy51 topic
  15. Disease51 topic
  16. Gene Expression51 topic
  17. MicroRNA51 topic
  18. Preoperative Chemoradiotherapy51 topic
  19. Rectal Cancer51 topic

Where does Guohao Cai work?

Guohao Cai's main affiliation in the publication record is Huawei Technologies (China), China.

How many publications and citations does Guohao Cai have?

OpenAlex counts 64 works and 1,784 citations for Guohao Cai, an h-index of 15, ranking #804,623 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.

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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