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Researcher · National University of Singapore · Singapore

Fan Liu

Fan Liu publishes mostly in Artificial Intelligence, Information Systems and Language and Linguistics, on topics such as Recommender Systems and Techniques, Topic Modeling and Advanced Graph Neural Networks.

ORCID 0000-0002-4547-3982 OpenAlex
World rank
#863,975
of 1,633,909 ranked researchers
Rank in Singapore
#3,069
of 5,048
Works
21
Citations
65
Citations per work
3.1

What does Fan Liu research?

Artificial Intelligence: 37.0%Information Systems: 18.5%Language and Linguistics: 7.4%Sociology and Political Science: 7.4%other fields: 29.7%37%top field
Artificial Intelligence37.0%Information Systems18.5%Language and Linguistics7.4%Sociology and Political Science7.4%other fields29.7%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence37% of their works
  2. 2Information Systems18% of their works
  3. 3Language and Linguistics7% of their works
  4. 4Sociology and Political Science7% of their works
  5. 5Signal Processing7% of their works
  6. 6Statistical and Nonlinear Physics7% of their works

Research topics

Which keywords describe Fan Liu's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Matrix Factorization, Machine Translation, Word Representation, Graph Neural Networks and Knowledge Graph Embedding.

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.

All 18 words, with their numbers
  1. Deep Learning93 topics
  2. Neural Networks92 topics
  3. Collaborative Filtering51 topic
  4. Matrix Factorization51 topic
  5. Machine Translation41 topic
  6. Word Representation41 topic
  7. Graph Neural Networks31 topic
  8. Knowledge Graph Embedding31 topic
  9. Community Structure21 topic
  10. Electronic Word-of-Mouth21 topic
  11. Network Dynamics21 topic
  12. Social Media21 topic
  13. Acoustic Modeling11 topic
  14. Brain Tumor11 topic
  15. Deep Neural Networks11 topic
  16. MRI11 topic
  17. Neural Machine Translation11 topic
  18. Statistical Machine Translation11 topic

Where does Fan Liu work?

Fan Liu's main affiliation in the publication record is National University of Singapore, Singapore.

How many publications and citations does Fan Liu have?

Science Explorer counts 21 works and 65 citations for Fan Liu, ranking #863,975 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised 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 Fan Liu

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