2 papers
cs.LG2026
A Foundation Model for Wearable Movement Data in Mental Health Research
Franklin Y. Ruan, Aiwei Zhang, Jenny Y. Oh +2
Wearable movement data is collected by nearly all commercially available smartwatches and is a valuable resource for mental health research, reflecting fine-grained temporal behavi…
cs.LG2025
MotionTeller: Multi-modal Integration of Wearable Time-Series with LLMs for Health and Behavioral Understanding
Aiwei Zhang, Arvind Pillai, Andrew Campbell +1
As wearable sensing becomes increasingly pervasive, a key challenge remains: how can we generate natural language summaries from raw physiological signals such as actigraphy - minu…