This project explores how electrical stimulation can be designed as a wearable calming interface beyond traditional clinical use.
Full PDFThis study examines how electrical muscle stimulation (EMS) can influence food-related behaviors and attitudes, expanding the role of embodied feedback in persuasive HCI design.
Full PDFThis work investigates multimodal feedback—vibration, pneumatic, and electrical muscle stimulation (EMS)—as behavioral interventions to reduce compulsive nail-biting, offering insights into personalized self-regulation tools.
Full PDFThis system integrates physiological sensing and AI-driven feedback to deliver real-time stress monitoring and personalized interventions for daily well-being.
Full PDFThis glove-based wearable tracks stress through GSR sensing and haptic feedback on the inner wrist, enabling hands-free, non-visual monitoring for blind and low-vision users.
Full PDFThis project proposes a federated learning approach that improves client selection and reweighting by tuning α and β parameters based on data distribution. Using CIFAR-10 and CIFAR-100 datasets, the method enhances both global and personalized models, outperforming FedAvg and FedProx through random search and Bayesian optimization.
Full PDF