刘灿 Can Liu
教育经历
北京大学 理学博士
2018 - 2023
智能学院
毕业论文《基于深度学习的可视化图表自动生成研究》
北京大学 理学学士
2014 - 2018
信息科学技术学院
毕业论文《可视化图表自动生成描述的研究》学院优秀毕业论文
北京大学 经济学学士
2015 - 2018
国家发展研究院
期刊及会议论文
期刊
J-1
Can Liu,
Wenjie Jiang,
Shaolun Ruan,
Kotaro Hara,
Yong Wang.
Accessible Fine-grained Data Representation via Spatial Audio.
IEEE Computer Graphics and Applications.
2026, to appear.
J-2
Can Liu,
Yu Zhang,
Cong Wu,
Chen Li,
Xiaoru Yuan.
A Spatial-Constraint Model for Activating Static Visualizations.
ACM Transactions on Intelligent Interactive Systems.
14(2):1-29,
2024.
J-3
Liwenhan Xie,
Yanna Lin,
Can Liu,
Huamin Qu,
Xinhuan Shu.
DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models.
IEEE Transactions on Visualization and Computer Graphics.
32(1):824-834,
2026.
J-4
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.
31(9):4547-4559,
2025.
J-5
Can Liu,
Yuhan Guo,
Xiaoru Yuan.
AutoTitle: An Interactive Title Generator for Visualizations.
IEEE Transactions on Visualization and Computer Graphics.
30(8):5276-5288,
2024.
J-6
J-7
Can Liu,
Cong Wu,
Hanning Shao,
Xiaoru Yuan.
SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets.
IEEE Transactions on Visualization and Computer Graphics.
26(1):790-799,
2020.
J-8
J-9
J-10
J-11
J-12
刘灿,
赖楚凡,
蒋瑞珂,
李彦达,
杨昌和,
林志贤,
魏大同,
袁晓如.
深度学习驱动的可视化.
计算机辅助设计与图形学学报.
32(10):1537-1548,
2020.
J-13
陶钧,
张宇,
陈晴,
刘灿,
陈思明,
袁晓如.
智能可视化与可视分析.
中国图象图形学报.
2023.
J-14
罗煜楚,
吴昊,
郭宇涵,
谭绍聪,
刘灿,
袁晓如.
数字人文中的可视化.
大数据.
8(6):74-93,
2022.
会议
C-1
C-2
Can Liu, Sizhe Cheng, Feng Liang,
Zhibang Jiang, Lingru Huang, Kavinda Athapaththu,
Yong Wang.
Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation.
In
Proceedings of ACM Conference on Designing Interactive Systems.
2026, to appear.
C-3
Xiang Li, Cara Li, Emily Kuang,
Can Liu, Jian Zhao.
MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration.
In
Proceedings of ACM Conference on Designing Interactive Systems (DIS).
2026, to appear.
C-4
Can Liu, Chunlin Da, Xiaoxiao Long, Yuxiao Yang,
Yu Zhang,
Yong Wang.
SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding.
In
Proceedings of IEEE Visualization and Visual Analytics.
2025. (CCF A)
C-5
C-6
C-7
C-8
C-9
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
Proceedings of IEEE Pacific Visualization Symposium.
pages 157-166,
Seoul, South Korea,
Apr. 18-21,
2023. (EI检索,
CCF C类会议)
海报及其它发表物
P-1
P-2
P-3
Can Liu,
Yanda Li,
Changhe Yang,
Xiaoru Yuan.
Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts.
In
Poster Proceedings of IEEE SciVis (Best Visualization of Water in Atmosphere, SciVis Contest).
Berlin, German,
Oct. 21-26,
Poster,
2018.
P-4
P-5
Yun Han, Wentao Zhang,
Sihang Li,
Can Liu,
Xiaoru Yuan.
Automatic Answer and Visualization Generation for Tabular Data.
In
Poster Proceedings of IEEE Pacific Visualization Symposium.
Bangkok, Thailand,
Apr. 23-26,
Poster,
2019.
P-6
Fan Hong,
Can Liu,
Xiaoru Yuan.
Goal-Oriented Volume Visualization through Deep Neural Networks.
In
Poster Proceedings of China Visualization and Visual Analytics Conference.
Shanghai, China,
June. 25-28,
Poster,
2018.
获奖
2026
IEEE PacificVis:
Best Paper Award
For "From Static to Interactive: Authoring Interactive Visualizations via Natural Language".
2020
ChinaVIS:
Best Survey Award
For "Visualization Driven by Deep Learning".
2019
IEEE VIS:
Honorable Mention for Best Poster Award
For "Automatic Annotation of Visualizations".
2019
ChinaVIS:
Honorable Mention for Best Paper Award
For "Event-Based Exploration and Comparison on Time-Varying Ensembles".
2019
IEEE PacificVis:
Best Poster Award
For "Automatic Answer and Visualization Generation for Tabular Data".
2019
IEEE PacificVis:
Honorable Mention for Best Poster Award
For "Automatic Caption Generation for SVG Charts".
2018
IEEE VIS Scivis Contest:
Best Visualization of Water in Atmosphere
For "Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts".
学术服务
2025
程序委员会委员:
ACM Conference on Interactive User Interfaces
2024
程序委员会委员:
IEEE Pacific Visualization Symposium (Notes)
期刊审稿人:
IEEE Transactions on Visualization and Computer Graphics
期刊审稿人:
Visual Informatics
期刊审稿人:
Journal of Computer-Aided Design & Computer Graphics
期刊审稿人:
Computer Graphics Forum
期刊审稿人:
Journal of Visualization
2025
审稿人:
ACM Conference on Human Factors in Computing Systems
2025
审稿人:
ACM Conference on Interactive User Interfaces
2024
审稿人:
IEEE Visualization Conference
2024
审稿人:
ACM Conference on Human Factors in Computing Systems
2024
审稿人:
ACM Symposium on User Interface Software and Technology
2023
审稿人:
IEEE Visualization Conference
2023
审稿人:
ACM Conference on Human Factors in Computing Systems
2022
审稿人:
IEEE Visualization Conference
2021
审稿人:
IEEE Visualization Conference
2021
审稿人:
ACM Conference on Human Factors in Computing Systems
2020
审稿人:
IEEE Visualization Conference
2020
审稿人:
IEEE Pacific Visualization Symposium
2020
审稿人:
China Visualization and Visual Analytics Conference
2019
审稿人:
IEEE Visualization Conference (Short Paper)
2019
审稿人:
China Visualization and Visual Analytics Conference
2021
学生志愿者:
China Visualization and Visual Analytics Conference
2020
学生志愿者:
China Visualization and Visual Analytics Conference
2019
学生志愿者:
IEEE Visualization Conference