activity
20222026
most citedHuman I/O: Towards a Unified Approach to Detecting Situational Impairments

24 citations · 50 across the 7 of their papers we have counts for

collaborators

7 papers

cs.AI2026

GUITrans2Act: Understanding User Operational Behaviors from Mobile GUI Interactions with Vision-Language Models

Yudong Zhang, Lei Hu, Daoyang Liu +4

Understanding the digital world on mobile devices is shifting from static UI perception to dynamic action comprehension. This capability enables models to convert visual state tran…

cs.HC2026

A Text-Native Interface for Generative Video Authoring

Xingyu Bruce Liu, Mira Dontcheva, Dingzeyu Li

Everyone can write their stories in freeform text format -- it's something we all learn in school. Yet storytelling via video requires one to learn specialized and complicated tool…

cs.HC2025

CoSight: Exploring Viewer Contributions to Online Video Accessibility Through Descriptive Commenting

Ruolin wang, Xingyu Liu, Biao Wang +5

The rapid growth of online video content has outpaced efforts to make visual information accessible to blind and low vision (BLV) audiences. While professional Audio Description (A…

cs.HC2025★ 2 cited

Proactive Conversational Agents with Inner Thoughts

Xingyu Bruce Liu, Shitao Fang, Weiyan Shi +3

One of the long-standing aspirations in conversational AI is to allow them to autonomously take initiatives in conversations, i.e., being proactive. This is especially challenging…

cs.HC2025

Interacting with Thoughtful AI

Xingyu Bruce Liu, Haijun Xia, Xiang Anthony Chen

We envision the concept of Thoughtful AI, a new human-AI interaction paradigm in which the AI behaves as a continuously thinking entity. Unlike conventional AI systems that operate…

cs.HC2024★ 24 cited

Human I/O: Towards a Unified Approach to Detecting Situational Impairments

Xingyu Bruce Liu, Jiahao Nick Li, David Kim +2

Situationally Induced Impairments and Disabilities (SIIDs) can significantly hinder user experience in contexts such as poor lighting, noise, and multi-tasking. While prior researc…

cs.HC2022★ 24 cited

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li +2

Authors make their videos visually accessible by adding audio descriptions (AD), and auditorily accessible by adding closed captions (CC). However, creating AD and CC is challengin…