Educational Omics Lab · National Central University
Assistant Professor, Center for General Education
I study how technology can understand and support human learning — combining generative AI, multimodal learning analytics, wearable sensing and brain imaging into an Educational Omics framework for technology-enhanced education.
1 NSTC4 MOE1 MND3 NCU 1 graduate · 5 undergraduate students 12 students with awards
Research framework
A multimodal infrastructure that integrates six omics dimensions — powered by the Uedu platform, brain science instruments and edge devices — to understand and transform technology-enhanced learning.
Featured
Researchers at NCU created the MindFit app to help improve mental health and well-being. The app uses an AI model to predict emotions from HRV data collected by Garmin smartwatches together with personal mood journal entries.
Updates
New NSTC Research Grant for Newly Appointed Faculty: Physiologically-Aware Language Model (PALM) for Human-AI Collaborative Learning.
New MOE Teaching Practice Research Program project on an AI-supported human-AI collaborative Python programming instructional model.
AI Teaching Assistants at Scale nominated for Best Paper at ACM Learning at Scale (L@S) 2026.
Five papers accepted at IEEE ICALT, IEEE EMBC and IEEE BigDataService 2026.
Chat as Learning published in Computers and Education: Artificial Intelligence.
Best Short Paper Award at IEEE ICALT 2025.
Recognition
ACM Conference on Learning at Scale (L@S 2026) — AI Teaching Assistants at Scale: Cross-Disciplinary Patterns of Adoption and Cognitive Engagement Across Hundreds of University Courses
IEEE International Conference on Advanced Learning Technologies (ICALT 2025) — Analysis of a Generative AI-Based Graphical Learning Assistance Tool in IPR Courses
Garmin Health Summit
Supported by
Students and partners interested in AI for education, learning analytics or sensing are welcome to get in touch.