45 citations · 254 across the 26 of their papers we have counts for
26 papers
DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models
Liwenhan Xie, Yanna Lin, Can Liu +2
Creating aesthetically pleasing data visualizations remains challenging for users without design expertise or familiarity with visualization tools. To address this gap, we present…
Evaluating Layout Dimensionalities in PC+VR Asymmetric Collaborative Decision Making
Daniel Enriquez, Wai Tong, Chris North +2
With the commercialization of virtual/augmented reality (VR/AR) devices, there is an increasing interest in combining immersive and non-immersive devices (e.g., desktop computers)…
From Data to Story: Towards Automatic Animated Data Video Creation with LLM-based Multi-Agent Systems
Leixian Shen, Haotian Li, Yun Wang +1
Creating data stories from raw data is challenging due to humans' limited attention spans and the need for specialized skills. Recent advancements in large language models (LLMs) o…
WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization
Liwenhan Xie, Chengbo Zheng, Haijun Xia +2
Large language models (LLMs) support data analysis through conversational user interfaces, as exemplified in OpenAI's ChatGPT (formally known as Advanced Data Analysis or Code Inte…
StuGPTViz: A Visual Analytics Approach to Understand Student-ChatGPT Interactions
Zixin Chen, Jiachen Wang, Meng Xia +4
The integration of Large Language Models (LLMs), especially ChatGPT, into education is poised to revolutionize students' learning experiences by introducing innovative conversation…
OutlineSpark: Igniting AI-powered Presentation Slides Creation from Computational Notebooks through Outlines
Fengjie Wang, Yanna Lin, Leni Yang +4
Computational notebooks are widely utilized for exploration and analysis. However, creating slides to communicate analysis results from these notebooks is quite tedious and time-co…