Hang Liu
Hang Liu publishes mostly in Artificial Intelligence, Computational Mechanics and Computer Vision and Pattern Recognition, on topics such as Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques and Advanced Neural Network Applications.
- World rank
- #1,266,412 of 1,633,909 ranked researchers
- Rank in Hong Kong
- #4,629 of 5,618
- Works
- 18
- Citations
- 32
- Citations per work
- 1.8
What does Hang Liu research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence50% of their works
- 2Computational Mechanics11% of their works
- 3Computer Vision and Pattern Recognition11% of their works
- 4Control and Systems Engineering11% of their works
- 5Sociology and Political Science6% of their works
- 6Signal Processing6% of their works
Research topics
- Privacy-Preserving Technologies in Data
- Stochastic Gradient Optimization Techniques
- Advanced Neural Network Applications
- Sparse and Compressive Sensing Techniques
- Neural Networks and Applications
- Cryptography and Data Security
- Adversarial Robustness in Machine Learning
- Internet Traffic Analysis and Secure E-voting
Which keywords describe Hang Liu's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Convex Optimization, Neural Networks, Differential Privacy, Federated Learning, Compressed Sensing and Convolutional Neural Networks.
- Self-Organizing Maps
- Internet Traffic
- Homomorphic Encryption
- Backpropagation Learning
- Stochastic Gradient Descent
- Random Projections
- Convolutional Neural Networks
- Federated Learning
- Neural Networks
- Machine Learning
- Deep Learning
- Convex Optimization
- Differential Privacy
- Compressed Sensing
- Image Recognition
- Sparse Representation
- Adversarial Examples
- Classification
- Identity-Based Encryption
- Robustness
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
- Deep Learning75 topics
- Machine Learning53 topics
- Convex Optimization42 topics
- Neural Networks43 topics
- Differential Privacy31 topic
- Federated Learning31 topic
- Compressed Sensing21 topic
- Convolutional Neural Networks21 topic
- Image Recognition21 topic
- Random Projections21 topic
- Sparse Representation21 topic
- Stochastic Gradient Descent21 topic
- Adversarial Examples11 topic
- Backpropagation Learning11 topic
- Classification11 topic
- Homomorphic Encryption11 topic
- Identity-Based Encryption11 topic
- Internet Traffic11 topic
- Robustness11 topic
- Self-Organizing Maps11 topic
Where does Hang Liu work?
Hang Liu's main affiliation in the publication record is Chinese University of Hong Kong, Hong Kong.
How many publications and citations does Hang Liu have?
Science Explorer counts 18 works and 32 citations for Hang Liu, ranking #1,266,412 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 Hang Liu
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