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cs.HC2026
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…
cs.LG2026
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,…