16 papers
Sycamore: Characterizing Synthetic Personas for Evaluating Genomics Visualization Retrieval
Huyen N. Nguyen, Astrid van den Brandt, Nils Gehlenborg
Evaluating visualization systems in niche domains such as genomics is challenging due to scarcity of domain experts and difficulty recruiting a representative user base. While LLM-…
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…
Pluot: Towards 'write once, run everywhere' visualization software
Mark S. Keller, Nils Gehlenborg
Tools used for implementing visualization software systems can generally be divided into camps such as static versus interactive and desktop versus web-based. We contribute Pluot,…
Visualization Retrieval for Data Literacy: Position Paper
Huyen N. Nguyen, Nils Gehlenborg
Current resources for data literacy education, such as visualization galleries and datasets, provide useful examples but lack mechanisms for learners to query, compare, and navigat…
Automatic Synthesis of Visualization Design Knowledge Bases
Hyeok Kim, Sehi L'Yi, Nils Gehlenborg +1
Formal representations of the visualization design space, such as knowledge bases and graphs, consolidate design practices into a shared resource and enable automated reasoning and…