Research

Data and information analysis with a focus on data mining. In particular, I am interested in information veracity analysis, multi-source data analysis, knowledge graphs, large language model, data and model efficiency, fairness and interpretation, transfer learning, federated learning, crowdsourcing, data stream mining, and anomaly detection. I am also interested in various data mining applications in healthcare, biology, criminal justice, transportation, and education.

Areas of Interest

• Computer Engineering
• Communications, Networking, Signal & Image Processing

• Indicates primary area for this faculty member. Note that a few faculty members have more than one primary area.