6 papers
Agentic Authoring of Interactive Multiview Visualizations in Genomics
Astrid van den Brandt, Kiroong Choe, Sehi L'Yi +2
Diverse genomics data, scientific questions, and analysis tasks typically demand highly specialized visualizations. Therefore, users often must customize or author new ones tailore…
YAC: Bridging Natural Language and Interactive Visual Exploration with Generative AI for Biomedical Data Discovery
Devin Lange, Shanghua Gao, Pengwei Sui +7
Incorporating natural language input has the potential to improve the capabilities of biomedical data discovery interfaces. However, user interface elements and visualizations are…
Designing Annotations in Visualization: Considerations from Visualization Practitioners and Educators
Md Dilshadur Rahman, Devin Lange, Ghulam Jilani Quadri +1
Annotation is a central mechanism in visualization design that enables people to communicate key insights. Prior research has provided essential accounts of the visual forms annota…
GQVis: A Dataset of Genomics Data Questions and Visualizations for Generative AI
Skylar Sargent Walters, Arthea Valderrama, Thomas C. Smits +5
Data visualization is a fundamental tool in genomics research, enabling the exploration, interpretation, and communication of complex genomic features. While machine learning model…
A Generative AI System for Biomedical Data Discovery with Grammar-Based Visualizations
Devin Lange, Shanghua Gao, Pengwei Sui +4
We explore the potential for combining generative AI with grammar-based visualizations for biomedical data discovery. In our prototype, we use a multi-agent system to generate visu…
VisPubs Games: Joyful Discovery of Visualization Research(ers)
Devin Lange, Zach Cutler, Maxim Lisnic
Many sophisticated tools exist to help researchers find the academic literature they are searching for, but what about finding work that you aren't looking for? We promote joyful d…