CHIL 2026
Effective patient-provider communication is difficult to assess at scale. This work examines whether large language models can track 20 social behaviors from clinical transcripts without fine-tuning, and introduces an agreement-weighted ensemble to stabilise performance that otherwise varies by patient race and visit segment.
IJHCI 2025SweeperBot is a system designed to help screen reader users explore and compare 3D models by answering visual questions. It combines smart viewpoint selection with AI models to generate detailed, accessible descriptions. Studies with blind, low-vision, and sighted participants show it is both feasible and effective.
CHI EA 2026The prevailing response to the student mental health crisis has been to expand clinical capacity: hire more therapists, reduce wait times, increase funding. We challenge this assumption.
ACM IH 2026Universities have expanded counseling capacity in response to rising student mental health needs, yet limited access, fragmented discovery, and weak follow-through remain persistent barriers. Institutions offer non-clinical wellness support, but student awareness and use remain low.