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Researcher · Algoma University · Canada

Dapeng Liu

Dapeng Liu publishes mostly in Artificial Intelligence, Information Systems and Sociology and Political Science, on topics such as Reinforcement Learning in Robotics, Autonomous Vehicle Technology and Safety and Adversarial Robustness in Machine Learning.

World rank
#950,580
of 1,633,909 ranked researchers
Rank in Canada
#27,674
of 38,960
Works
41
Citations
59
Citations per work
1.4

What does Dapeng Liu research?

Artificial Intelligence: 18.9%Information Systems: 7.5%Sociology and Political Science: 7.5%Transportation: 5.7%other fields: 60.4%19%top field
Artificial Intelligence18.9%Information Systems7.5%Sociology and Political Science7.5%Transportation5.7%other fields60.4%

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

  1. 1Artificial Intelligence19% of their works
  2. 2Information Systems8% of their works
  3. 3Sociology and Political Science8% of their works
  4. 4Transportation6% of their works
  5. 5Electrical and Electronic Engineering6% of their works
  6. 6Aerospace Engineering6% of their works

Research topics

Which keywords describe Dapeng Liu's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Reinforcement Learning, Autonomous Control, Autonomous Vehicles, Robotics and Trajectory Prediction.

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 Learning83 topics
  2. Machine Learning73 topics
  3. Neural Networks52 topics
  4. Reinforcement Learning52 topics
  5. Autonomous Control31 topic
  6. Autonomous Vehicles31 topic
  7. Robotics31 topic
  8. Trajectory Prediction31 topic
  9. Adversarial Examples21 topic
  10. Air Force21 topic
  11. Automated Testing21 topic
  12. Code Clone Detection21 topic
  13. Culture21 topic
  14. Islam21 topic
  15. Microscopic Simulation21 topic
  16. Modernization21 topic
  17. Refactoring21 topic
  18. Robustness21 topic
  19. Software Fault Localization21 topic
  20. Traffic Flow21 topic

Where does Dapeng Liu work?

Dapeng Liu's main affiliation in the publication record is Algoma University, Canada.

How many publications and citations does Dapeng Liu have?

Science Explorer counts 41 works and 59 citations for Dapeng Liu, ranking #950,580 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 Dapeng Liu

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