Xumin Liu
Xumin Liu, PhD
Professor
Department of Computer Science
Co-Director, Machine Learning and Data Intensive Computing Lab
I received my Ph.D. from the Department of Computer Science at Virginia Tech, Blacksburg, VA, M.E in CS from Jinan University, Guangzhou, China, and B.E in CS from Dalian University of Technology, Dalian, China. For more details check my CV.
Research interests:
- Data Efficient Machine Learning
- Uncertainty Quantification in AI Science
- Weakly Supervised Learning in Video Anomaly Detection
- Vision and Language Foundation Models, LLM, and Generative AI
- Efficient AI Model adaptation, Robustness, and Alignment.
- Computing Education