刘灿 Can Liu

谷歌学术个人主页

博士

can.liu.1996@gmail.com

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, 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-2

Can Liu, Yuhan Guo, Xiaoru Yuan. AutoTitle: An Interactive Title Generator for Visualizations. IEEE Transactions on Visualization and Computer Graphics. 30(8):5276-5288, 2023.

J-3

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-4

Can Liu, Yanda Li, Changhe Yang, Xiaoru Yuan. Event-Based Exploration and Comparison on Time-Varying Ensembles. Journal of Visualization (ChinaVis’19, Honorable Mention for Best Paper Award). 23(1):111-123, 2020.

J-5

Can Liu, Ruike Jiang, Datong Wei, Changhe Yang, Yanda Li, Fang Wang, Xiaoru Yuan. Deep Learning Approaches in Flow Visualization. Advances in Aerodynamics. 4(17):1-14, 2022.

J-6

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-7

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. Early access. 31(9):4547-4559, 2024.

J-8

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. 2025.

J-9

Datong Wei, Can Liu, Xiaolong Zhang, Xiaoru Yuan. Understanding Transitions in Animated Bar Charts. Visual Intelligence. 1(12):1-15, 2023.

J-10

Yu Zhang, Ruike Jiang, Liwenhan Xie, Yuheng Zhao, Can Liu, Tianhong Ding, Siming Chen, Xiaoru Yuan. OldVisOnline: Curating a Dataset of Historical Visualizations. IEEE Transactions on Visualization and Computer Graphics.. 30(1):551-561, 2023.

J-11

Changhe Yang, Yanda Li, Can Liu, Xiaoru Yuan. Deep Learning-Based Viewpoint Recommendation in Volume Visualization. Journal of Visualization. 22(5):991-1003, 2019.

J-12

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-13

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

Can Liu, Yun Han, Ruike Jiang, Xiaoru Yuan. ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data. In Proceedings of IEEE Pacific Visualization Symposium. pages 6-15, Tianjin, China, Apr. 19-22, 2021. (EI检索, CCF C类会议)

C-2

Can Liu, Liwenhan Xie, Yun Han, Datong Wei, Xiaoru Yuan. AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically. In Proceedings of IEEE Pacific Visualization Symposium. pages 191-195, Tianjin, China, June 3-5, 2020. (EI检索, CCF C类会议)

C-3

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.

C-4

Chufan Lai, Zhixian Lin, Ruike Jiang, Yun Han, Can Liu, Xiaoru Yuan. Automatic Annotation Synchronizing with Textual Description for Visualization. In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020). Honolulu, Hawai'i, USA, April 25-30, 2020. (EI检索, CCF A类会议)

C-5

Fan Hong, Can Liu, Xiaoru Yuan. DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network. In Proceedings of IEEE Pacific Visualization Symposium. pages 282-291, Bangkok, Thailand, Apr. 23-26, 2019. (EI检索, CCF C类会议)

C-6

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, accepted. (EI检索, CCF C类会议)

海报及其它发表物

P-1

Can Liu, Yu Zhang, Cong Wu, Xiaoru Yuan. Direct Manipulation of Static Visualizations. In Poster Proceedings of IEEE Pacific Visualization Symposium. Online, Apr. 11-14, Poster, 2022.

P-2

Can Liu, Liwenhan Xie, Yun Han, Xiaoru Yuan. Automatic Caption Genertion for SVG Charts. In Poster Proceedings of IEEE Pacific Visualization Symposium (Honorable Mention for Best Poster Award). Bangkok, Thailand, Apr. 23-26, Poster, 2019.

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

Chufan Lai, Zhixian Lin, Can Liu, Yun Han, Ruike Jiang, Xiaoru Yuan. Automatic Annotation of Visualizations. In Poster Proceedings of IEEE VIS (Honorable Mention for Best Poster Award). Vancouver, Canada, Oct. 20-25, Poster, 2019.

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 (Best Poster Award). 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

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

刘灿 Can Liu

谷歌学术个人主页

教育经历

北京大学 理学博士

北京大学 理学学士

北京大学 经济学学士

期刊及会议论文

期刊

会议

海报及其它发表物

获奖

ChinaVIS: Best Survey Award

IEEE VIS: Honorable Mention for Best Poster Award

ChinaVIS: Honorable Mention for Best Paper Award

IEEE PacificVis: Best Poster Award

IEEE PacificVis: Honorable Mention for Best Poster Award

IEEE VIS Scivis Contest: Best Visualization of Water in Atmosphere

学术服务

程序委员会委员: ACM Conference on Interactive User Interfaces

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

审稿人: ACM Conference on Human Factors in Computing Systems

审稿人: ACM Conference on Interactive User Interfaces

审稿人: IEEE Visualization Conference

审稿人: ACM Conference on Human Factors in Computing Systems

审稿人: ACM Symposium on User Interface Software and Technology

审稿人: IEEE Visualization Conference

审稿人: ACM Conference on Human Factors in Computing Systems

审稿人: IEEE Visualization Conference

审稿人: IEEE Visualization Conference

审稿人: ACM Conference on Human Factors in Computing Systems

审稿人: IEEE Visualization Conference

审稿人: IEEE Pacific Visualization Symposium

审稿人: China Visualization and Visual Analytics Conference

审稿人: IEEE Visualization Conference (Short Paper)

审稿人: China Visualization and Visual Analytics Conference

学生志愿者: China Visualization and Visual Analytics Conference

学生志愿者: China Visualization and Visual Analytics Conference

学生志愿者: IEEE Visualization Conference

北京大学理学博士

北京大学理学学士

北京大学经济学学士