8 citations · 11 across the 4 of their papers we have counts for
4 papers
Evidence-Grounded Mapping of Multimodal Human Sensing Psychological Transdiagnostic Dimensions
Xiyun Hu, Xiangyuan Xue, Yuting Lyu +2
Mobile and wearable sensing enables longitudinal observation of behavior, yet translating these signals into meaningful mental health constructs remains difficult. We introduce a c…
TimeSRL: Generalizable Time-Series Behavioral Modeling via Semantic RL-Tuned LLMs -- A Case Study in Mental Health
Yuang Fan, Lilin Xu, Millie Wu +8
Longitudinal passive sensing enables continuous health prediction, yet models often fail under cross-dataset distribution shifts. Traditional ML overfits cohort-specific artifacts,…
Breathing and Semantic Pause Detection and Exertion-Level Classification in Post-Exercise Speech
Yuyu Wang, Wuyue Xia, Huaxiu Yao +1
Post-exercise speech contains rich physiological and linguistic cues, often marked by semantic pauses, breathing pauses, and combined breathing-semantic pauses. Detecting these eve…
LLM-based Conversational AI Therapist for Daily Functioning Screening and Psychotherapeutic Intervention via Everyday Smart Devices
Jingping Nie, Hanya Shao, Yuang Fan +4
Despite the global mental health crisis, access to screenings, professionals, and treatments remains high. In collaboration with licensed psychotherapists, we propose a Conversatio…