I am a Ph.D. candidate from HKUST VisLab, advised by Prof. Huamin Qu. My research interest lies in the field of Human-Centered AI with data visualization. I design and develop Interactive Visualization Systems to support users with no Machine Learning (ML) background in understanding and exploring ML models. I also focus on clinical scenarios and design visualization tools to support Human-AI-Collaborated decision-making.
I have worked with amazing researchers, developers, and designers from MIT, Bosch Research, and the Children’s Hospital of Zhejiang University.
Before the Ph.D. study, I obtained my B.Eng. Degree in Computer Science and Technology from Beihang University in 2018.
Download my resumé.
VBridge incorporates ML explanations into clinicians' decision-making workflow. Enriched interactions proposed in the system connect the dots between ML features and data to explain healthcare models.
DECE supports exploratory visual analysis on ML models with counterfactual explanations. The system helps non-expert users propose, verify, and refine their hypotheses on ML predictions.