3 papers
cs.HC2026
You Cannot Optimize What You Cannot Measure: Multitasking Evaluation as the Missing Foundation of AI-Mediated Heads-Up Interaction
Nuwan Janaka, Runze Cai, Yang Chen +2
AI-mediated heads-up augmented reality (AR) replaces fixed interfaces with dynamically adapting ones that decide what information to present, in what form, and when, based on a con…
cs.HC2026
PersonaMail: Learning and Adapting Personal Communication Preferences for Context-Aware Email Writing
Rui Yao, Qiuyuan Ren, Felicia Fang-Yi Tan +3
LLM-assisted writing has seen rapid adoption in interpersonal communication, yet current systems often fail to capture the subtle tones essential for effectiveness. Email writing e…
cs.HC2025
AiGet: Transforming Everyday Moments into Hidden Knowledge Discovery with AI Assistance on Smart Glasses
Runze Cai, Nuwan Janaka, Hyeongcheol Kim +4
Unlike the free exploration of childhood, the demands of daily life reduce our motivation to explore our surroundings, leading to missed opportunities for informal learning. Tradit…