Guansong Pang
Guansong Pang publishes mostly in Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition, on topics such as Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning and Network Security and Intrusion Detection.
- World rank
- #226,590 of 1,633,909 ranked researchers
- Rank in Singapore
- #907 of 5,048
- Works
- 57
- Citations
- 315
- Citations per work
- 5.5
What does Guansong Pang 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
- 2Computer Networks and Communications14% of their works
- 3Computer Vision and Pattern Recognition13% of their works
- 4Radiology, Nuclear Medicine and Imaging6% of their works
- 5Signal Processing4% of their works
- 6Statistical and Nonlinear Physics4% of their works
Research topics
- Anomaly Detection Techniques and Applications
- Domain Adaptation and Few-Shot Learning
- Network Security and Intrusion Detection
- Advanced Graph Neural Networks
- COVID-19 diagnosis using AI
- Software System Performance and Reliability
- Complex Network Analysis Techniques
- Imbalanced Data Classification Techniques
Which keywords describe Guansong Pang's research?
The keywords of their largest research topics: Deep Learning, Anomaly Detection, Outlier Detection, Unsupervised, Representation Learning, Transfer Learning, Domain Adaptation and Few-Shot Learning.
- Imbalanced Data
- Network Dynamics
- Performance Prediction
- Medical Imaging
- Graph Neural Networks
- Network Security
- Few-Shot Learning
- Transfer Learning
- Unsupervised
- Anomaly Detection
- Deep Learning
- Outlier Detection
- Representation Learning
- Domain Adaptation
- Intrusion Detection
- COVID-19
- Knowledge Graph Embedding
- Log Analysis
- Community Structure
- Classification
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 Learning314 topics
- Anomaly Detection253 topics
- Outlier Detection151 topic
- Unsupervised151 topic
- Representation Learning142 topics
- Transfer Learning142 topics
- Domain Adaptation91 topic
- Few-Shot Learning91 topic
- Intrusion Detection61 topic
- Network Security61 topic
- COVID-1951 topic
- Graph Neural Networks51 topic
- Knowledge Graph Embedding51 topic
- Medical Imaging51 topic
- Log Analysis41 topic
- Performance Prediction41 topic
- Community Structure31 topic
- Network Dynamics31 topic
- Classification21 topic
- Imbalanced Data21 topic
Where does Guansong Pang work?
Guansong Pang's main affiliation in the publication record is Singapore Management University, Singapore.
How many publications and citations does Guansong Pang have?
Science Explorer counts 57 works and 315 citations for Guansong Pang, ranking #226,590 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.
Papers, co-authors, who cited this work and researchers on the nearest topics are in the interactive view on the map. Is this your page? Request a correction or removal.