Xiaojin Zhu
Xiaojin Zhu publishes mostly in Artificial Intelligence, Management Science and Operations Research and Electrical and Electronic Engineering, on topics such as Machine Learning and Algorithms, Adversarial Robustness in Machine Learning and Machine Learning and Data Classification.
- World rank
- #6,375 of 1,633,909 ranked researchers
- Rank in United States
- #3,086 of 358,040
- Works
- 64
- Citations
- 1.4k
- Citations per work
- 21.6
What does Xiaojin Zhu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence49% of their works
- 2Management Science and Operations Research8% of their works
- 3Electrical and Electronic Engineering5% of their works
- 4Cognitive Neuroscience3% of their works
- 5Signal Processing3% of their works
- 6Information Systems3% of their works
Research topics
Which keywords describe Xiaojin Zhu's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Neural Networks, Active Learning, Hyperparameter Optimization, Semi-Supervised Learning, Online Learning and Adversarial Examples.
- Machine Translation
- Differential Privacy
- Data Streams
- Bayesian Optimization
- Automatic
- Noisy Labels
- Adversarial Examples
- Semi-Supervised Learning
- Active Learning
- Deep Learning
- Machine Learning
- Neural Networks
- Hyperparameter Optimization
- Online Learning
- Instance Selection
- Robustness
- Bandit Optimization
- Concept Drift
- Extraction
- Federated Learning
- Word Representation
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 21 words, with their numbers
- Machine Learning133 topics
- Deep Learning112 topics
- Neural Networks93 topics
- Active Learning71 topic
- Hyperparameter Optimization72 topics
- Semi-Supervised Learning71 topic
- Online Learning62 topics
- Adversarial Examples41 topic
- Instance Selection41 topic
- Noisy Labels41 topic
- Robustness41 topic
- Automatic31 topic
- Bandit Optimization31 topic
- Bayesian Optimization31 topic
- Concept Drift31 topic
- Data Streams31 topic
- Extraction31 topic
- Differential Privacy21 topic
- Federated Learning21 topic
- Machine Translation21 topic
- Word Representation21 topic
Where does Xiaojin Zhu work?
Xiaojin Zhu's main affiliation in the publication record is University of Wisconsin–Madison, United States.
How many publications and citations does Xiaojin Zhu have?
Science Explorer counts 64 works and 1,381 citations for Xiaojin Zhu, ranking #6,375 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 Xiaojin Zhu
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