3 papers
cs.AI2025
Multi-Agent Data Visualization and Narrative Generation
Anton Wolter, Georgios Vidalakis, Michael Yu +2
Recent advancements in the field of AI agents have impacted the way we work, enabling greater automation and collaboration between humans and agents. In the data visualization fiel…
cs.HC2025
Agentic Visualization: Extracting Agent-based Design Patterns from Visualization Systems
Vaishali Dhanoa, Anton Wolter, Gabriela Molina León +2
Autonomous agents powered by Large Language Models are transforming AI, creating an imperative for the visualization field to embrace agentic frameworks. However, our field's focus…
cs.HC2025
The Plot Thickens: Quantitative Part-by-Part Exploration of MLLM Visualization Literacy
Matheus Valentim, Vaishali Dhanoa, Gabriela Molina León +1
Multimodal Large Language Models (MLLMs) can interpret data visualizations, but what makes a visualization understandable to these models? Do factors like color, shape, and text in…