Research Focus
The DSAI Research Lab conducts research across data quality, data architecture, data profiling, data integration, computer vision, natural language processing, and deep learning applications.
About
Advancing data systems and AI for responsible impact.
Data Science and Artificial Intelligence (DSAI) Research Lab
Mission
Our mission is to develop innovative systems and technologies that empower individuals and organizations to efficiently and responsibly extract value from data.
Recruiting
We are recruiting highly motivated students to conduct research on data quality, data architecture, and deep learning applications. Interested students are encouraged to email Dr. Zheng with a CV.
Research Directions
Applied AI, data quality, and intelligent restoration.
01
Data Architecture
Building transparent pipelines for analytics, forecasting, and organizational decision-making.
02
Data Quality
Modeling stale, inconsistent, and context-dependent data with probabilistic and semantic methods.
03
Deep Learning
Designing AI systems for multimodal understanding, cultural heritage restoration, and applied research.
Collaborators
Academic and industry connections.
