Core Members
Professor Ling Chen, Lab Director
- Data Analytics
- Machine Learning
- Outlier/Anomaly Detection
- Graph and network representation, hashing and embedding
- Social media (text) mining
- Recommendation and information retrieval
Associate Professor Guodong Long, Lab Co-Director
- Application-driven research that aims to develop innovative ideas inspired by industry partners' real requirements.
Associate Professor Jing Jiang
- Data mining and machine learning applications
- Deep reinforcement learning
- Sequential decision-making.
Dr Jun Li
- Data retrieval and classification based on cognitive style
- Nonlinear transfer distance metric learning
Dr Xueping Peng
- Data mining
- Artificial intelligence
- Healthcare
Honorary Members
Distinguished Professor Chengqi Zhang
- Coordination under uncertainty in multi-agent systems
- Negative association rule mining,
- Multi-database mining
- Domain-driven data mining
Professor Ivor Tsang
- Transfer learning
- Feature selection
- Crowdsourcing intelligence
- Big data analytics for data with extremely high dimensions in features, samples and labels
Associate Professor Yulei Sui
- Building fundamental static and dynamic program analysis techniques to improve the reliability and security of modern software systems
- Bug prediction
- Program repair
- Software security analysis through data mining and machine learning
Post-Docs
- Dr Yan Peng
- Dr Changlu Chen