5 papers
The Way We Notice, That's What Really Matters: Instantiating UI Components with Distinguishing Variations
Priyan Vaithilingam, Alan Leung, Jeffrey Nichols +1
Front-end developers author UI components to be broadly reusable by parameterizing visual and behavioral properties. While flexible, this makes instantiation harder, as developers…
Mapping the Design Space of User Experience for Computer Use Agents
Ruijia Cheng, Jenny T. Liang, Eldon Schoop +1
Large language model (LLM)-based computer use agents execute user commands by interacting with available UI elements, but little is known about how users want to interact with thes…
Improving User Interface Generation Models from Designer Feedback
Jason Wu, Amanda Swearngin, Arun Krishna Vajjala +3
Despite being trained on vast amounts of data, most LLMs are unable to reliably generate well-designed UIs. Designer feedback is essential to improving performance on UI generation…
Athena: Intermediate Representations for Iterative Scaffolded App Generation with an LLM
Jazbo Beason, Ruijia Cheng, Eldon Schoop +1
It is challenging to generate the code for a complete user interface using a Large Language Model (LLM). User interfaces are complex and their implementations often consist of mult…
Misty: UI Prototyping Through Interactive Conceptual Blending
Yuwen Lu, Alan Leung, Amanda Swearngin +2
UI prototyping often involves iterating and blending elements from examples such as screenshots and sketches, but current tools offer limited support for incorporating these exampl…