刘灿 Can Liu

谷歌学术个人主页

博士研究生

地址：北京市海淀区颐和园路5号北京大学，邮编100871。

电子邮箱：can.liu@pku.edu.cn

教育经历

2018.9 - 2023.7

北京大学理学博士

北京

智能学院
导师: 袁晓如研究员
毕业论文《基于深度学习的可视化图表自动生成研究》

2014.9 - 2018.7

北京大学理学学士、经济学学士(双学位)

北京

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

期刊及会议论文

Journal

J-1

AutoTitle: An Interactive Title Generator for Visualizations.

Can Liu, Yuhan Guo, Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics. Early access. 2023.

J-2

SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets.

Can Liu, Cong Wu, Hanning Shao, Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics. 26(1):790-799, 2020.

J-3

Understanding Transitions in Animated Bar Charts.

Datong Wei, Can Liu, Xiaolong (Luke) Zhang, Xiaoru Yuan. Visual Intelligence. Accepted. 2023.

J-4

Event-Based Exploration and Comparison on Time-Varying Ensembles.

Can Liu, Yanda Li, Changhe Yang, Xiaoru Yuan. Journal of Visualization (ChinaVis’19, Honorable Mention for Best Paper Award). 23(1):111-123, 2020.

J-5

Deep Learning-Based Viewpoint Recommendation in Volume Visualization.

Changhe Yang, Yanda Li, Can Liu, Xiaoru Yuan. Journal of Visualization. 22(5):991-1003, 2019.

J-6

Deep Learning Approaches in Flow Visualization.

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

J-7

Visualization Driven by Deep Learning.

Can Liu, Chufan Lai, Ruike Jiang, Yanda Li, Changhe Yang, Zhixian Lin, Datong Wei, Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics (ChinaVis '20) (In Chinese). 32(10):1537-1548, 2020.

J-8

Intelligent Visualization and Visual Analytics.

Jun Tao, Yu Zhang, Qing Chen, Can Liu, Siming Chen, Xiaoru Yuan. Journal of Image and Graphics (In Chinese). 2023.

J-9

Visualization in digital humanities.

Yuchu Luo, Hao Wu, Yuhan Guo, Shaocong Tan, Can Liu, Xiaoru Yuan. Big Data Research (In Chinese). 8(6):74-93, 2022.

Conference

C-1

ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data.

Can Liu, Yun Han, Ruike Jiang, Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium. pages 6-15, Tianjin, China, Apr. 19-22, 2021.

C-2

Automatic Annotation Synchronizing with Textual Description for Visualization.

Chufan Lai, Zhixian Lin, Ruike Jiang, Yun Han, Can Liu, Xiaoru Yuan. In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020). Honolulu, Hawai'i, USA, April 25-30, 2020.

C-3

DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network.

Fan Hong, Can Liu, Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium. pages 282-291, Bangkok, Thailand, Apr. 23-26, 2019.

C-4

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. In Proceedings of IEEE Pacific Visualization Symposium. Seoul, South Korea, Apr. 18-21, 2023, accepted.

C-5

AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically.

Can Liu, Liwenhan Xie, Yun Han, Datong Wei, Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium. pages 191-195, Tianjin, China, June 3-5, 2020.

海报及其它发表物

P-1

Direct Manipulation of Static Visualizations.

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

P-2

Automatic Caption Genertion for SVG Charts.

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

P-3

Automatic Annotation of Visualizations.

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

P-4

Automatic Answer and Visualization Generation for Tabular Data.

Yun Han, Wentao Zhang, Sihang Li, Can Liu, Xiaoru Yuan. In Poster Proceedings of IEEE Pacific Visualization Symposium (Best Poster Award). Bangkok, Thailand, Apr. 23-26, Poster, 2019.

P-5

Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts.

Can Liu, Yanda Li, Changhe Yang, Xiaoru Yuan. In Poster Proceedings of IEEE SciVis (Best Visualization of Water in Atmosphere, SciVis Contest). Berlin, German, Oct. 21-26, Poster, 2018.

P-6

Goal-Oriented Volume Visualization through Deep Neural Networks.

Fan Hong, Can Liu, Xiaoru Yuan. 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

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

2021

学生志愿者: China Visualization and Visual Analytics Conference

2020

审稿人: IEEE Visualization Conference

2020

审稿人: IEEE Pacific Visualization Symposium

2020

学生志愿者: China Visualization and Visual Analytics Conference

2020

审稿人: China Visualization and Visual Analytics Conference

2019

学生志愿者: IEEE Visualization Conference

2019

审稿人: IEEE Visualization Conference (Short Paper)

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、经济学学士(双学位)

期刊及会议论文

Journal

AutoTitle: An Interactive Title Generator for Visualizations.

SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets.

Understanding Transitions in Animated Bar Charts.

Event-Based Exploration and Comparison on Time-Varying Ensembles.

Deep Learning-Based Viewpoint Recommendation in Volume Visualization.

Deep Learning Approaches in Flow Visualization​.

Visualization Driven by Deep Learning.

Intelligent Visualization and Visual Analytics.

Visualization in digital humanities​.

Conference

ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data.

Automatic Annotation Synchronizing with Textual Description for Visualization.

DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network.

Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History.

AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically.

海报及其它发表物

Direct Manipulation of Static Visualizations.

Automatic Caption Genertion for SVG Charts.

Automatic Annotation of Visualizations.

Automatic Answer and Visualization Generation for Tabular Data.

Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts.

Goal-Oriented Volume Visualization through Deep Neural Networks.

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

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

学生志愿者: China Visualization and Visual Analytics Conference

审稿人: IEEE Visualization Conference

审稿人: IEEE Pacific Visualization Symposium

学生志愿者: China Visualization and Visual Analytics Conference

审稿人: China Visualization and Visual Analytics Conference

学生志愿者: IEEE Visualization Conference

审稿人: IEEE Visualization Conference (Short Paper)

审稿人: China Visualization and Visual Analytics Conference

北京大学理学博士

北京大学理学学士、经济学学士(双学位)

Deep Learning Approaches in Flow Visualization.

Visualization in digital humanities.