I am an assistant professor in the School of Computing and Information Systems at Singapore Management University. My research aims to investigate how humans and AI/robotic systems can collaborate to address societal challenges, such as healthcare and public services. In particular, I am interested in studying the following topics:
- Explore how to make AI/ML models more explainable, fair, and interactive
- Examine factors that affect the uptake of AI/robotic systems and their effects on stakeholders
Selected Projects
Selected Publications
User Modeling and User-Adapted Interaction, 2023.
ACM Conference on Human Factors in Computing Systems (CHI), 2021.
Latest News
- Our paper “Understanding the Effect of Counterfactual Explanations on Trust and Reliance on AI for Human-AI Collaborative Clinical Decision Making” is accepted at the ACM CSCW 2023
- Our paper “Exploring a Gradient-based Explainable AI Technique for Time-Series Data: A Case Study of Assessing Stroke Rehabilitation Exercises” is accepted at the ICLR Time Series Representation Learning for Health Workshop
- Our paper “Design, Development, and Evaluation of an Interactive Personalized Robot to Monitor and Coach Rehabilitation Exercises” is accepted at the User Modeling and User-Adapted Interaction