Misha Sadeghi, Robert Richer, Lydia Helene Rupp, Lena Schindler-Gmelch, Marie Keinert, Farnaz Rahimi, Malin Hager, Bernhard Egger, Matthias Berking, Bjoern M. Eskofier, Do Depressive Facial Patterns Transfer Across Cultures and Contexts? Evidence from a German RCT and E-DAIC
Aijia Yuan, Edlin Garcia, Jianna Hur, Yang Gao, Sagar Samtani, Stage-Aware Therapeutic Support in Cognitive Behavioral Therapy with Large Language Models
Hayato Yasuda, Akiko Takahashi, Tad Gonsalves, Yusuke Fukazawa, Interpretable Prediction of Short-Term HRV Dynamics from Music Acoustics
Chaehee Park, Community-Level Psychological Stress Assessment in Seoul Using Public Urban Data Presentation Cancelled
Seungeun Chung, Hyuntae Jeong, Se Won Oh, Jeong Mook Lim, Kyung Ju Noh, Sun-Kyung Lee, SleepHelp Agent: A Clinician-in-the-loop Multi-Agent System for Lifelog-Grounded Insomnia Care in Sleep Psychiatry
Jingchen Ye, Yanpei Yu, Luyao Zhang, A Multi-Agent Audit Framework for High-Stakes Reasoning: Evaluation and Interpretability in Clinical Mental Health Screening
Shevya Panda, Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
Ryan Zhao, Aijia Yuan, Yang Gao, Jianna Hur, Edlin Garcia Colato, Sagar Samtani, Multimodal Reward Modeling for Alliance-Aware Mental Health LLMs
Guan Gui, Peter Zandi, Jacob Taylor, Ananya Joshi, Adaptive Question Selection from a Large Question Bank for Field Recovery in Conversational Psychiatric Intake
Meghana Karnam, Ananya Joshi, Adaptive Multi-Agent LLM Pipelines for Reliable Self-Harm Risk Screening
The organizing team has successfully held two AI for mental health workshops: