Ph.D. Student, Peking University
2023 - present
In Intelligence Science and Technology.
Yuhan Guo 郭宇涵
Education
B.S. (Honors), Peking University
2019 - 2023
In Intelligence Science and Technology.
Experience
Visiting Researcher, University of Nottingham, Nottingham, UK
Jun 2026 - present
School of Computer Science
Visiting Student, TU Wien, Vienna, Austria
Jun 2025 - Nov 2025
Research Unit of Computer Graphics
Research Assistant, Peking University, Beijing, China
Oct 2024 - present
Faculty of Humanities
Visiting Student, Fudan University, Shanghai, China
Aug 2024 - Oct 2024
FDU-VIS Lab
University Associate, University of Nottingham, Nottingham, UK
Sep 2023 - present
School of Computer Science
Research Intern, Peking University, Beijing, China
Apr 2021 - Sep 2023
PKU Visualization and Visual Analytics Group
Publications
Journal Articles
- 2026[J01]Linfang Li, Yuhan Guo. " Visualizing Textual Variants and the Presentation of Ancient Chinese Texts ", Lingnan Journal of Chinese Studies , 2026 .
- 2025[J02]Yu Zhang, Xinyue Chen, Weili Zheng, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan. " VisTaxa: Developing a Taxonomy of Historical Visualizations ", Honorable Mention , IEEE Transactions on Visualization and Computer Graphics , 2025 .
- 2024[J03]Yuhan Guo, Hanning Shao, Can Liu, Kai Xu, Xiaoru Yuan. " PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation ", IEEE Transactions on Visualization and Computer Graphics , vol. 31, no. 9, pp. 4547-4559, Sept. 2024 .
- 2024[J04]Yuhan Guo, Yuchu Luo, Keer Lu, Linfang Li, Haizheng Yang, Xiaoru Yuan. " LiberRoad: Probing into the Journey of Chinese Classics through Visual Analytics ", IEEE Transactions on Visualization and Computer Graphics (VIS 2023) , pp. 1-11, 2024 .
- 2023[J05]Can Liu, Yuhan Guo, Xiaoru Yuan. " AutoTitle: An Interactive Title Generator for Visualizations ", IEEE Transactions on Visualization and Computer Graphics , vol. 30, no. 8, pp. 5276-5288, Aug. 2023 .
- 2022[J06]Yuchu Luo, Hao Wu, Yuhan Guo, Shaocong Tan, Can Liu, Ruike Jiang, Xiaoru Yuan. " Visualization in Digital Humanities ", Big Data Research (In Chinese) , 2022 .
Conference Papers
- 2026[C01]Shayan Monadjemi, Yuhan Guo, Kai Xu, Alex Endert, Anamaria Crisan. " A Scoping Review of Mixed Initiative Visual Analytics in the Automation Renaissance ", Eurographics Conference on Visualization (EuroVis) , 2026 .
- 2023[C02]Yuhan Guo, Qin Han, Yuke Lou, Yiming Wang, Can Liu, Xiaoru Yuan. " Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History ", in 2023 IEEE 16th Pacific Visualization Symposium (PacificVis) , pp. 157-166, Apr. 2023 .
Workshop Papers & Extended Abstracts
- 2026[W01]Zefei Xie, Yuhan Guo, Kai Xu. " AwesomeLit: Towards Hypothesis Generation with Agent-Supported Literature Research ", Eurographics Conference on Visualization (EuroVis) Short Papers , 2026 .
- 2026[W02]Johannes Eschner, Yuhan Guo. " Fishing for Papers: A Serendipitous Knowledge Discovery Game ", EuroVis Workshop on Visualization Play, Games, and Activities (VisGames) , 2026 .
- 2025[W03]Weiyao Meng, Yuhan Guo, Zefei Xie, Kai Xu. " What Happened to Automated Visualization? An Agentic Analysis ", 1st Workshop on GenAI, Agents, and the Future of VIS , 2025 .
- 2025[W04]Yu Zhang, Yuheng Zhao, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan. " Position Paper: Validatory Visualization for Human-GenAI Co-Creation ", Proceedings of the IEEE VIS Workshop on GenAI, Agents, and the Future of VIS , 2025 .
- 2025[W05]Yutong Yang, Yuhan Guo, Xiaoju Dong, Xiaoru Yuan. " Leveraging Human Expertise for LLM-Assisted Dialogue Character Extraction and Attribution in Classic Chinese Novels ", Digital Humanities , 2025 .
- 2024[W06]Yuhan Guo, Yuchu Luo, Xinyue Chen, Hanning Shao, Xiaoru Yuan, Kai Xu. " Visual Analysis of Complex Temporal Networks Supported by Analytic Provenance ", IEEE VAST Challenge 2024 , 2024 .
Preprints
- 2025[P01]Yuhan Guo, Xingyou Liu, Xiaoru Yuan, Kai Xu. " PromptMap: Supporting Exploratory Text-to-Image Generation ", arXiv:2510.02814 , 2025 .
- 2024[P02]Can Liu, Jiacheng Yu, Yuhan Guo, Jiayi Zhuang, Yuchu Luo, Xiaoru Yuan. " Breathing New Life into Existing Visualizations: A Natural Language-Driven Manipulation Framework ", arXiv:2404.06039 , 2024 .
Open-Source Tools
- 2026[T01]Fishing for Papers : A serendipitous knowledge discovery game for exploring research literature. https://github.com/fishing-for-papers/game .
- 2026[T02]Vitality Vis : Visual Analytics Framework for Promoting Serendipitous Discovery of Academic Literature. https://github.com/vitality-vis .
- 2025[T03]Agentic Vis : Automated visualization report generation through an LLM-based agentic analysis pipeline. https://github.com/Vis4Sense/agentic-vis-2025 .
- 2025[T04]HistoryMap : Browser extension for browser-based sensemaking with analytic provenance. https://github.com/Vis4Sense/HistoryMap .
- 2024[T05]PrompTHis : An interactive system for visualizing prompt editing history in text-to-image creation. https://github.com/Vis4Sense/prompthis .
Awards
- 2025Yu Zhang, Xinyue Chen, Weili Zheng, Yuhan Guo, Guozheng Li, Siming Chen, Xiaoru Yuan. Honorable Mention , VisTaxa: Developing a Taxonomy of Historical Visualizations, IEEE Transactions on Visualization and Computer Graphics .
- 2025China Scholarship Council (CSC) Scholarship .
- 2024Yuhan Guo, Yuchu Luo, Xinyue Chen, Hanning Shao, Xiaoru Yuan, Kai Xu. Honorable Mention , IEEE VAST Challenge .
- 2022John Hopcroft Scholarship , School of Information Science and Technology, Peking University .
Teaching
Teaching Assistant, Peking University, Beijing, China
Sep 2023 - Jan 2024
Course: Visualization and Visual Analytics
Teaching Assistant, Peking University, Beijing, China
Feb 2023 - Jun 2023
Course: VizChina
Academic Services
Journal Reviewer: IEEE Transactions on Visualization and Computer Graphics (TVCG), Visual Informatics, Computer & Graphics.
Conference Reviewer: CHI 2024-2026, UIST 2024-2025, PacificVis 2024-2025, EuroVis 2024-2025, ChinaVis 2025-2026, CSCW 2025, VIS 2026.