About Me
I am an undergraduate student pursuing a B.S.E. in Computer Science at the University of Michigan, Ann Arbor, and a B.Eng. in Electronic and Computer Engineering at Shanghai Jiao Tong University.
I currently work with Dr. Jason Wu at Purdue University on improving AI-generated interfaces through user interaction feedback. Previously, I worked with Dr. Yue Jiang and Dr. Ben Greenman at the University of Utah on web accessibility, and with Prof. Honglak Lee at the University of Michigan on helping web agents adapt to evolving websites.
Research Interests
Human–Computer Interaction (HCI), Generative UI, Computer-use Agents, Human–AI Interaction, and Accessibility.
Selected Publication
A11yLTLNav: Automatic Detection of Accessibility Navigation Failures
Chenming Ge*, Kewen Peng*, Chengyang Shi*, Ben Greenman, Yue Jiang
arXiv:2609.17959, 2026. Under review at CHI 2027. (Equal contribution.)
A property-based checker for accessibility navigation failures affecting blind and low-vision screen-reader users. It checks temporal properties of interface interactions and achieves 88.7% precision on generated websites.
Research Experience
A11yLTLNav: Automatic Detection of Accessibility Navigation Failures
Research Assistant, University of Utah · May – Sep 2026
Advisors: Dr. Yue Jiang and Dr. Ben Greenman
Detecting accessibility failures that emerge during interaction, beyond what a static page check can reveal.
Improving Generative UIs from Use
Research Assistant, Purdue University · May 2026 – Present
Advisor: Dr. Jason Wu
Studying how interaction traces can help AI-generated interfaces become more usable.
WebCoEvo: Adversarial Co-Evolution for Web Agents
Research Assistant, University of Michigan · Mar – Jun 2026
Advisor: Prof. Honglak Lee
Helping web agents transfer what they learn as websites and interfaces change.
Gravitational Effects on Microorganism Swarming
Research Assistant, Shanghai Jiao Tong University · Sep 2024 – Aug 2025
Advisor: Dr. Zijie Qu
Automating colony boundary segmentation for the study of microorganism swarming.
Selected Projects
Efficient Inference for Embodied Foundation Models
Nov 2025 – Mar 2026
Advisor: Dr. Jiachen Liu
Accelerating world action models for real-time robotic decision-making.
Probabilistic Motion Planning for Redundant Robots
Sep – Dec 2025
Advisor: Prof. Dmitry Berenson
Benchmarking sampling-based planners on a simulated 7-DOF Franka Panda.
Contact
You can reach me at gecm@umich.edu. My CV includes education, awards, and additional details.