17 citations · 28 across the 8 of their papers we have counts for
11 papers · 1 filter
AlignUI: A Method for Designing LLM-Generated UIs Aligned with User Preferences
Yimeng Liu, Misha Sra, Chang Xiao
Designing user interfaces that align with user preferences is a time-consuming process, which requires iterative cycles of prototyping, user testing, and refinement. Recent advance…
TaskLens: Generating Task-Conditioned Scaffolded Interfaces for Learning Professional Creative Software
Yimeng Liu, Misha Sra
Professional creative software has steep learning curves for novices due to complex interfaces, limited guidance, and unfamiliar terminology. To support educators and tool creators…
ReUseIt: Synthesizing Reusable AI Agent Workflows for Web Automation
Yimeng Liu, Misha Sra, Jeevana Priya Inala +1
AI-powered web agents have the potential to automate repetitive tasks, such as form filling, information retrieval, and scheduling, but they struggle to reliably execute these task…
Designing Scaffolded Interfaces for Enhanced Learning and Performance in Professional Software
Yimeng Liu, Misha Sra
Professional software offers immense power but also presents significant learning challenges. Its complex interfaces, as well as insufficient built-in structured guidance and unfam…
ARLang: An Outdoor Augmented Reality Application for Portuguese Vocabulary Learning
Arthur Caetano, Alyssa Lawson, Yimeng Liu +1
With recent computer vision techniques and user-generated content, we can augment the physical world with metadata that describes attributes, such as names, geo-locations, and visu…
CrowdGenUI: Aligning LLM-Based UI Generation with Crowdsourced User Preferences
Yimeng Liu, Misha Sra, Chang Xiao
Large Language Models (LLMs) have demonstrated remarkable potential across various design domains, including user interface (UI) generation. However, current LLMs for UI generation…