Sensing and User Modeling
How can CPS robustly sense, interpret, and model users across diverse real-world contexts?
The convergence of wearables, robotics, extended reality, and smart environments is expanding the design space for cyber-physical systems (CPS) that support and augment human abilities in everyday life. By sensing real-world contexts, modeling users’ needs, and delivering situated assistance, these systems can enhance capabilities such as perception, memory, learning, and mobility. They also offer new ways to address long-standing accessibility barriers in areas such as independent living, navigation, and social participation.
This workshop brings together researchers and practitioners from HCI, AI, wearables, robotics, XR, smart environments, accessibility, and ability augmentation to examine shared strategies and challenges for designing accessibility- and ability-centered CPS. Through keynotes, panel discussions, interactive demos, and mixed-group design activities, participants will identify emerging design principles, surface shared challenges, and chart future directions for CPS that support and augment human abilities in everyday life. The organizing committee will synthesize key workshop outcomes into a public report and maintain a participant communication channel to support continued exchange beyond the event.

How can CPS robustly sense, interpret, and model users across diverse real-world contexts?
How can CPS provide situated assistance while preserving user agency during daily tasks?
How can CPS adapt to diverse user needs, abilities, preferences, and physical environments?
How should CPS be evaluated to assess real-world usability and long-term impact?
How can CPS protect privacy, safety, and bystander consent in everyday physical spaces?
9:00 - 9:30
9:30 - 10:15
10:15 - 11:00
11:00 - 12:00
12:00 - 13:45
13:45 - 14:45
14:45 - 15:30
15:30 - 16:15
16:15 - 17:00
* equal contributions

HKUST · MIT Media Lab

Carnegie Mellon University

UC Berkeley

University of Rochester

University of Rochester

MIT Media Lab

University of Michigan

University of Tokyo

HKUST

UC Berkeley

UNC-Chapel Hill

University of Rochester

Columbia University

MIT Media Lab
If you have any accessibility needs, please contact us. We will do our best to accommodate your needs.
This workshop builds on the Accessible Cyber-Physical Activities workshop at UIST 2025.