activity
20242026
most cited"It's the only thing I can trust": Envisioning Large Language Model Use by Autistic Workers for Communication Assistance

56 citations · 101 across the 9 of their papers we have counts for

collaborators

11 papers

cs.HC2026

Skeleton: Visual Authoring of Non-visual Data Experiences

Frank Elavsky, Chieri Nnadozie, Lucas Nadolskis +2

When sighted practitioners author accessible data visualizations, they build navigation structures (the nodes, edges, and input bindings that govern how assistive technologies trav…

cs.CV2026

OSCBench: Benchmarking Object State Change in Text-to-Video Generation

Xianjing Han, Bin Zhu, Shiqi Hu +4

Text-to-video (T2V) generation models have made rapid progress in producing visually high-quality and temporally coherent videos. However, existing benchmarks primarily focus on pe…

cs.HC2025★ 1 cited

AROMA: Mixed-Initiative AI Assistance for Non-Visual Cooking by Grounding Multi-modal Information Between Reality and Videos

Zheng Ning, Leyang Li, Daniel Killough +6

Videos offer rich audiovisual information that can support people in performing activities of daily living (ADLs), but they remain largely inaccessible to blind or low-vision (BLV)…

cs.HC2025

More than One Step at a Time: Designing Procedural Feedback for Non-visual Makeup Routines

Franklin Mingzhe Li, Akihiko Oharazawa, Chloe Qingyu Zhu +4

Makeup plays a vital role in self-expression, identity, and confidence - yet remains an underexplored domain for assistive technology, especially for people with vision impairments…

cs.AI2025

Exploring Object Status Recognition for Recipe Progress Tracking in Non-Visual Cooking

Franklin Mingzhe Li, Kaitlyn Ng, Bin Zhu +1

Cooking plays a vital role in everyday independence and well-being, yet remains challenging for people with vision impairments due to limited support for tracking progress and rece…

cs.HC2025

OSCAR: Object Status and Contextual Awareness for Recipes to Support Non-Visual Cooking

Franklin Mingzhe Li, Kaitlyn Ng, Bin Zhu +1

Following recipes while cooking is an important but difficult task for visually impaired individuals. We developed OSCAR (Object Status Context Awareness for Recipes), a novel appr…

cs.HC2025★ 1 cited

Towards softerware: Enabling personalization of interactive data representations for users with disabilities

Frank Elavsky, Marita Vindedal, Ted Gies +3

Accessible design for some may still produce barriers for others. This tension, called access friction, creates challenges for both designers and end-users with disabilities. To ad…

cs.GR2024★ 12 cited

WheelPoser: Sparse-IMU Based Body Pose Estimation for Wheelchair Users

Yunzhi Li, Vimal Mollyn, Kuang Yuan +1

Despite researchers having extensively studied various ways to track body pose on-the-go, most prior work does not take into account wheelchair users, leading to poor tracking perf…

cs.HC2024★ 11 cited

A Recipe for Success? Exploring Strategies for Improving Non-Visual Access to Cooking Instructions

Franklin Mingzhe Li, Ashley Wang, Patrick Carrington +1

Cooking is an essential activity that enhances quality of life by enabling individuals to prepare their own meals. However, cooking often requires multitasking between cooking task…

cs.HC2024★ 56 cited

"It's the only thing I can trust": Envisioning Large Language Model Use by Autistic Workers for Communication Assistance

JiWoong Jang, Sanika Moharana, Patrick Carrington +1

Autistic adults often experience stigma and discrimination at work, leading them to seek social communication support from coworkers, friends, and family despite emotional risks. L…

cs.HC2024★ 20 cited

A Contextual Inquiry of People with Vision Impairments in Cooking

Franklin Mingzhe Li, Michael Xieyang Liu, Shaun K. Kane +1

Individuals with vision impairments employ a variety of strategies for object identification, such as pans or soy sauce, in the culinary process. In addition, they often rely on co…