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Researcher · University of Technology Sydney · Australia

Guandong Xu

Guandong Xu publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Recommender Systems and Techniques, Topic Modeling and Advanced Graph Neural Networks.

ORCID 0000-0003-4493-6663 OpenAlex
World rank
#61,715
of 7,710,434 ranked researchers
Rank in Australia
#1,933
of 140,210
Works
636
Citations
13k
Citations per work
20.1
h-index
55
i10-index 238Top 0.7% in Artificial Intelligence
Guandong Xu

What does Guandong Xu research?

Guandong Xu's work is mostly in Computer Science (67%), Physics and Astronomy (4%).

Physical Sciences: 450 works · 70.7% of their workComputer Science: 424 works · 66.7% of their workArtificial Intelligence: 195 works · 30.6% of their workInformation Systems: 137 works · 21.5% of their workComputer Vision and Pattern Recognition: 39 works · 6.2% of their workSignal Processing: 27 works · 4.3% of their workComputer Networks and Communications: 26 works · 4.1% of their workPhysics and Astronomy: 25 works · 4.0% of their workStatistical and Nonlinear Physics: 25 works · 4.0% of their workEverything else: 186 works · 29.3% of their workTHEIR WORKGuandong Xu636works
Physical Sciences71%

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 Science42466.7%
    2. Physics and Astronomy254.0%
  2. Everything else18629.3%
  1. 1Artificial Intelligence31% of their works
  2. 2Information Systems22% of their works
  3. 3Computer Vision and Pattern Recognition6% of their works
  4. 4Signal Processing4% of their works
  5. 5Computer Networks and Communications4% of their works
  6. 6Statistical and Nonlinear Physics4% of their works

Research topics

Which keywords describe Guandong Xu's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Collaborative Filtering, Matrix Factorization, Information Retrieval, Machine Translation, Word Representation 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. Deep Learning3033 topics
  2. Neural Networks2832 topics
  3. Collaborative Filtering1831 topic
  4. Matrix Factorization1831 topic
  5. Information Retrieval1572 topics
  6. Machine Translation1001 topic
  7. Word Representation1001 topic
  8. Graph Neural Networks931 topic
  9. Knowledge Graph Embedding931 topic
  10. Community Structure611 topic
  11. Network Dynamics611 topic
  12. Web Crawling571 topic
  13. Web Data Extraction571 topic
  14. Machine Learning542 topics
  15. Differential Privacy271 topic
  16. Federated Learning271 topic
  17. Neural Machine Translation271 topic
  18. Opinion Mining271 topic
  19. Sentiment Analysis271 topic
  20. Statistical Machine Translation271 topic

Where does Guandong Xu work?

Guandong Xu's main affiliation in the publication record is University of Technology Sydney, Australia.

How many publications and citations does Guandong Xu have?

OpenAlex counts 636 works and 12,755 citations for Guandong Xu, an h-index of 55, ranking #61,715 of 7,710,434 researchers worldwide on the quality 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.

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.

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