Papers for

ux design teams

Papers whose findings have a practical use for this group, as judged from the abstract. Open a paper to read what it means in practice.

LLM assistance changes how data visualization designs evolve over years

Design Reflections on Transition to LLM-Aided Novel Visualizations

Abstract: This study examines data visualization design evolution over 12.5 years, reflecting on the impact of Large Language Models over the last 3.75 years. Using a longitudinal corpus of 55 visualizations from a single-subject design record, the study identifies how LLMs have aided design-space exploration: reducing coding effort, enabling new design opportunities, shock, excitement, accomplishments, and shifts to the design process.

Thu 10 SeptHuman-Computer Interaction

The gist

Creating data visualizations can be complicated and time-consuming. The authors studied how designing these visualizations changed over more than a decade, especially after Large Language Models (LLMs) became available. They found that LLMs helped designers by reducing the time spent coding, opening up new creative possibilities, and changing how designers approach their work. The study shows how these AI tools influence the process and experience of design over time.

Open → 2609.11503v1