Data Science and Artificial Intelligence Lab

is evaluated not only by predictive performance but also by its interpretability, reliability, usability, and long-term human impact. Human–AI Interaction and Expert Support: I design interactive AI systems that augment human expertise through transparent evidence, adaptive assistance, and meaningful human control. Mental Health and Multimodal Human-State Modeling: I develop multimodal and longitudinal AI models for understanding mental health, communication, behavior, and interpersonal relationships. Responsible AI and Information Ecosystems: I study how misinformation, deepfakes, and algorithmic risks emerge and spread, and develop methods to detect, explain, forecast, and mitigate them. Clinical and Healthcare AI: I develop interpretable and clinically meaningful AI systems in collaboration with healthcare professionals.