Yang Liu
Yang Liu publishes mostly in Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Natural Language Processing Techniques and Advanced Malware Detection Techniques.
- World rank
- #252,261 of 1,633,909 ranked researchers
- Rank in Singapore
- #1,010 of 5,048
- Works
- 850
- Citations
- 3.4k
- Citations per work
- 4.0
What does Yang Liu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence30% of their works
- 2Information Systems9% of their works
- 3Computer Vision and Pattern Recognition9% of their works
- 4Computer Networks and Communications7% of their works
- 5Signal Processing5% of their works
- 6Electrical and Electronic Engineering4% of their works
Research topics
Which keywords describe Yang Liu's research?
The keywords of their largest research topics: Machine Learning, Neural Networks, Machine Translation, Word Representation, Deep Learning, Neural Machine Translation, Statistical Machine Translation and Android Malware.
- Side-Channel Attacks
- Markov Decision Processes
- Differential Privacy
- Adversarial Examples
- Code Clone Detection
- Android Malware
- Neural Machine Translation
- Word Representation
- Neural Networks
- Machine Learning
- Machine Translation
- Deep Learning
- Statistical Machine Translation
- Detection
- Refactoring
- Robustness
- Federated Learning
- Security Policies
- Spoken Dialogue Systems
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
- Machine Learning984 topics
- Neural Networks802 topics
- Machine Translation571 topic
- Word Representation571 topic
- Deep Learning562 topics
- Neural Machine Translation541 topic
- Statistical Machine Translation541 topic
- Android Malware331 topic
- Detection331 topic
- Code Clone Detection261 topic
- Refactoring261 topic
- Adversarial Examples231 topic
- Robustness231 topic
- Differential Privacy161 topic
- Federated Learning161 topic
- Markov Decision Processes161 topic
- Security Policies161 topic
- Side-Channel Attacks161 topic
- Spoken Dialogue Systems161 topic
Where does Yang Liu work?
Yang Liu's main affiliation in the publication record is Nanyang Technological University, Singapore.
How many publications and citations does Yang Liu have?
Science Explorer counts 850 works and 3,411 citations for Yang Liu, ranking #252,261 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.
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