5 papers
Agents unlock new capabilities through Switching LoRA Adapters as a Tool (SLAaaT)
Kenneth Ge
Post-training can unlock new capabilities and improve performance on specialized tasks, but sometimes at the cost of catastrophic forgetting in other domains. This poses a problem…
ClayBuddy: A Framework, Evaluation, & Mitigation of Coding Agent Failures
Kenneth Ge, Andre Assis
Software engineering and deployment are increasingly delegated to AI coding agents. The scale of their adoption is surfacing rare, but highly destructive, failure modes. In this pa…
Quieting the Cobwebs: Browser Interaction for Visual Floaters
Kenneth Ge, Jinglin Li, Shikhar Ahuja
Floaters, cobweb-like shadows that move around a person's visual field, impair vision for nearly 33% of the population, yet have limited treatment options. Floaters especially harm…
StereoMath: An Accessible and Musical Equation Editor
Kenneth Ge, JooYoung Seo
For blind and low-vision (BLV) individuals, digital math communication is uniquely difficult due to the lack of accessible tools. Currently, the state of the art is either code-bas…
Phoenix: A Novel Context-Aware Voice-Powered Math Equation Workspace and Editor
Kenneth Ge, Ryan Paul, Priscilla Zhang +1
Writing mathematical notation requires substantial effort, diverting cognitive resources from conceptual understanding to documentation mechanics, significantly impacting individua…