A Scoping Review of Mixed Initiative VIsual Analytics in the Automation Renaissance
Shayan Monadjemi, Yuhan Guo, Kai Xu, Alex Endert, Anamaria Crisan
axXiv, 2025
Survey on mixed initiative visual analytics.
Papers
PromptMap: Supporting Exploratory Text-to-Image Generation
Yuhan Guo, Xingyou Liu, Xiaoru Yuan, Kai Xu
axXiv, 2025
Supporting non-linear exploration and sensemaking of text-to-image models.
What Happened to Automated Visualization? An Agentic Analysis
Weiyao Meng, Yuhan Guo, Zefei Xie, Kai Xu
1st Workshop on GenAI, Agents, and the Future of VIS, 2025
An automated pipeline for visualisation report generation using LLM-based agent.
Visual Analysis of Complex Temporal Networks Supported by Analytic Provenance
Yuhan Guo, Yuchu Luo, Xinyue Chen, Hanning Shao, Xiaoru Yuan, Kai Xu
IEEE VAST Challenge 2024, 2024
Honorable mention solution to IEEE VAST Challenge 2024 MC3.
PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation
Yuhan Guo, Hanning Shao, Can Liu, Kai Xu, Xiaoru Yuan
IEEE Transactions on Visualization and Computer Graphics, 2024
PrompTHis is a tool for users to better understand how prompt editing influences image generation through analysing the prompt history.
LiberRoad: Probing into the Journey of Chinese Classics through Visual Analytics
Yuhan Guo, Yuchu Luo, Keer Lu, Linfang Li, Haizheng Yang, Xiaoru Yuan
IEEE Transactions on Visualization and Computer Graphics (VIS 2023), 2024
LiberRoad is a visual analytics system for humanists to analyse historical book circulation data. It features a Location Graph that effectively represents uncertain spatial data.
AutoTitle: An Interactive Title Generator for Visualization
Can Liu, Yuhan Guo, Xiaoru Yuan
IEEE Transactions on Visualization and Computer Graphics, 2023
Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History
Yuhan Guo, Qin Han, Yuke Lou, Yiming Wang, Can Liu, Xiaoru Yuan
IEEE Pacific Visualization Symposium, 2023
Visualization in Digital Humanities
Yuchu Luo, Hao Wu, Yuhan Guo, Shaocong Tan, Can Liu, Xiaoru Yuan
Big Data Research (In Chinese), 2022