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cs.HC2026
InterA11y: Interactive Web Accessibility Error Detection with LLM Agents
Mingyuan Zhong, Mengqi Shi, Davin Win Kyi +4
Large Language Models (LLMs) have shown potential to expand the coverage of web accessibility evaluation. However, current LLM-based checkers neglect much of the interactive and dy…
cs.HC2026
DimSteer: Steering LLM Authoring with Automatically Discovered Stylistic Controls
Ajit Mallavarapu, Ziwei Gu
Large language model writing interfaces often make users steer outputs by repeatedly articulating desired changes in natural language. Yet writers may recognize useful stylistic di…
cs.HC2025
Caption: Generating Informative Content Labels for Image Buttons Using Next-Screen Context
Mingyuan Zhong, Ajit Mallavarapu, Qing Nie
We present Caption, an LLM-powered content label generation tool for visual interactive elements on mobile devices. Content labels are essential for screen readers to provide annou…