Sijia Liu
Sijia Liu publishes mostly in Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Adversarial Robustness in Machine Learning and Biomedical Text Mining and Ontologies.
- World rank
- #395,642 of 1,633,909 ranked researchers
- Rank in United States
- #140,097 of 358,040
- Works
- 69
- Citations
- 195
- Citations per work
- 2.8
What does Sijia Liu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence44% of their works
- 2Molecular Biology9% of their works
- 3Computer Vision and Pattern Recognition5% of their works
- 4Cardiology and Cardiovascular Medicine4% of their works
- 5Health Information Management4% of their works
- 6Signal Processing2% of their works
Research topics
Which keywords describe Sijia Liu's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Machine Learning, Adversarial Examples, Machine Translation, Robustness, Word Representation and Biomedical Ontologies.
- Semi-Supervised Learning
- Electronic Health Records
- Active Learning
- Hyperparameter Optimization
- Statistical Machine Translation
- Biomedical Ontologies
- Robustness
- Adversarial Examples
- Deep Learning
- Neural Networks
- Machine Learning
- Machine Translation
- Word Representation
- Neural Machine Translation
- Text Mining
- Noisy Labels
- Anomaly Detection
- Healthcare
- Unsupervised
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 19 words, with their numbers
- Neural Networks143 topics
- Deep Learning124 topics
- Machine Learning82 topics
- Adversarial Examples61 topic
- Machine Translation61 topic
- Robustness61 topic
- Word Representation61 topic
- Biomedical Ontologies41 topic
- Neural Machine Translation41 topic
- Statistical Machine Translation41 topic
- Text Mining41 topic
- Hyperparameter Optimization31 topic
- Noisy Labels31 topic
- Active Learning21 topic
- Anomaly Detection21 topic
- Electronic Health Records21 topic
- Healthcare21 topic
- Semi-Supervised Learning21 topic
- Unsupervised21 topic
Where does Sijia Liu work?
Sijia Liu's main affiliation in the publication record is Mayo Clinic in Florida, United States.
How many publications and citations does Sijia Liu have?
Science Explorer counts 69 works and 195 citations for Sijia Liu, ranking #395,642 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 Sijia Liu
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