60 citations · 63 across the 4 of their papers we have counts for
4 papers
ProactiveVA: Proactive Visual Analytics with LLM-Based UI Agent
Yuheng Zhao, Xueli Shu, Liwen Fan +3
Visual analytics (VA) is typically applied to complex data, thus requiring complex tools. While visual analytics empowers analysts in data analysis, analysts may get lost in the co…
VisTaxa: Developing a Taxonomy of Historical Visualizations
Yu Zhang, Xinyue Chen, Weili Zheng +4
Historical visualizations are a rich resource for visualization research. While taxonomy is commonly used to structure and understand the design space of visualizations, existing t…
LEVA: Using Large Language Models to Enhance Visual Analytics
Yuheng Zhao, Yixing Zhang, Yu Zhang +5
Visual analytics supports data analysis tasks within complex domain problems. However, due to the richness of data types, visual designs, and interaction designs, users need to rec…
VLLaVO: Mitigating Visual Gap through LLMs
Shuhao Chen, Yulong Zhang, Weisen Jiang +2
Recent advances achieved by deep learning models rely on the independent and identically distributed assumption, hindering their applications in real-world scenarios with domain sh…