Science Explorer Interactive view Map

Yong Liu

Yong Liu publishes mostly in Artificial Intelligence, Information Systems and Control and Systems Engineering, on topics such as Recommender Systems and Techniques, Topic Modeling and Advanced Graph Neural Networks.

World rank
#147,442
of 1,633,909 ranked researchers
Rank in Singapore
#575
of 5,048
Works
92
Citations
394
Citations per work
4.3

What does Yong Liu research?

Artificial Intelligence: 17.6%Information Systems: 10.9%Control and Systems Engineering: 6.7%Sociology and Political Science: 5.9%other fields: 58.9%18%top field
Artificial Intelligence17.6%Information Systems10.9%Control and Systems Engineering6.7%Sociology and Political Science5.9%other fields58.9%

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

  1. 1Artificial Intelligence18% of their works
  2. 2Information Systems11% of their works
  3. 3Control and Systems Engineering7% of their works
  4. 4Sociology and Political Science6% of their works
  5. 5Electrical and Electronic Engineering5% of their works
  6. 6Computer Vision and Pattern Recognition5% of their works

Research topics

Which keywords describe Yong Liu's research?

The keywords of their largest research topics: Neural Networks, Deep Learning, Collaborative Filtering, Matrix Factorization, Machine Translation, Word Representation, Data Mining 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.

All 20 words, with their numbers
  1. Neural Networks175 topics
  2. Deep Learning165 topics
  3. Collaborative Filtering61 topic
  4. Matrix Factorization61 topic
  5. Machine Translation51 topic
  6. Word Representation51 topic
  7. Data Mining42 topics
  8. Graph Neural Networks41 topic
  9. Knowledge Graph Embedding41 topic
  10. Machine Learning42 topics
  11. Anomaly Detection21 topic
  12. Association Rules21 topic
  13. Differential Privacy21 topic
  14. Federated Learning21 topic
  15. Frequent Patterns21 topic
  16. Image Captioning21 topic
  17. Random Projections21 topic
  18. Stochastic Gradient Descent21 topic
  19. Unsupervised21 topic
  20. Visual Question Answering21 topic

Where does Yong Liu work?

Yong Liu's main affiliation in the publication record is Nanyang Technological University, Singapore.

How many publications and citations does Yong Liu have?

Science Explorer counts 92 works and 394 citations for Yong Liu, ranking #147,442 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 Yong Liu

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