Xiyun (Eric) Hu

CS & Statistics @ UNC Chapel Hill · AI and Sensing for Health

I’m Xiyun Hu, a senior undergraduate at the University of North Carolina at Chapel Hill, double majoring in Computer Science and Statistics with a minor in Neuroscience.

My research broadly focuses on AI and sensing for health, with interests in multimodal and longitudinal data, human-state modeling, trustworthy agentic AI, and personalized digital health systems. I am particularly interested in how AI can reason over heterogeneous evidence from sensing, self-report, clinical data, and human interaction while preserving uncertainty, privacy, and individual differences.

My recent work spans longitudinal behavioral sensing, evidence-grounded AI patient modeling, on-device conversational AI, and multi-agent systems for biomedical research. Across these projects, I am interested in a common question: how can we build AI systems that develop reliable representations of people over time and use them to support meaningful, safe, and personalized decisions?

I am currently preparing to apply for PhD programs for Fall 2027.

News

Oct 2026 Attended and presented our work on evidence-grounded psychological representation from longitudinal multimodal behavioral data at HumanSys ’26.
Aug 2026 Our work on multimodal behavioral sensing and transdiagnostic psychological representation was accepted to the 4th International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems (HumanSys ’26).
May 2026 Our CyberNeuro Assistant project was accepted as a poster at the 4th Annual Symposium for Learning about Alzheimer’s Disease-related Medical Research at Duke & UNC (SLAM-DUNC).

Selected Publications

  1. HumanSys
    Evidence-Grounded Mapping of Multimodal Human Sensing to Psychological Transdiagnostic Dimensions
    Xiyun Hu, Xiangyuan Xue, Yuting Lyu, and 2 more authors
    In 4th International Workshop on Human-Centered Sensing, Modeling, and Intelligent Systems (HumanSys ’26), 2026
  2. SLAM-DUNC
    CyberNeuro Assistant: Next-Generation Platform for Mental Health Research
    Ziquan Wei*, Xiyun Hu*, Shuheng Cao, and 8 more authors
    In 4th Annual Symposium for Learning about Alzheimer’s Disease-related Medical Research at Duke & UNC (SLAM-DUNC), 2026
    Poster