中文 English
孙国道   guodao [at] zjut.edu.cn,杭州市西湖区 浙江工业大学屏峰校区 计算机大楼C516
学校主页可视化小组主页
Word cloud of my papers until 2014

简介:

孙国道,浙江工业大学计算机科学与技术学院教授,博士生导师。国家优秀青年科学基金获得者,浙江省杰出青年科学基金获得者,入选浙江省高校领军人才培养计划(青年优秀人才)。2016年获工学博士学位,博士求学期间前往香港科技大学(2013.02-2013.07)、微软亚洲研究院(2013.07-2015.01)、德国斯图加特大学(2015.07-2015.12)等高校和研究机构展开访问和交流。主要从事大数据挖掘、可视化和可视分析方面的研究,聚焦时空定位、自然语言和视频影像等代表性数据。在可视化领域相关期刊和会议发表论文40余篇(第一作者/通讯作者30余篇),包括IEEE TVCG、IEEE VIS、IEEE TMM、ACM TIST等,并担任IEEE VIS、IEEE Pacific VIS、VINCI、ChinaVis等国际学术会议的程序委员会委员和多个国内外著名期刊和会议的审稿人。主持国家自然科学基金面上项目、青年基金、浙江省自然科学基金一般项目、浙江省重点研发课题等项目,作为项目骨干参与国家重点研发计划、国家自然科学基金重点项目等,荣获浙江省科技进步一等奖(多源异构时空定位数据的关联分析平台及应用)。近年来毕业/指导硕士研究生30余人,学生获国家研究生奖学金、学科竞赛全国一等奖、二等奖等,已指导毕业的研究生、本科生就职于国内知名公司如阿里巴巴、字节跳动、海康威视、华为、蚂蚁金服等。

部分论文:

VAC^2: visual analysis of combined causality in event sequences
S. Zhu, Guodao Sun*, Y. Shen, Z. Zhu, W. Xia, B. Chang, J. Tang, and R. Liang
IEEE Transactions on Visualization and Computer Graphics, 2024, to appear
LANDER: Visual Analysis of Activity and Uncertainty in Surveillance Video
T. Li, Guodao Sun*, B. Chang, Y. Wang, Q. Jiang, Y. Ying, L. Jiang, H. Wang, and R. Liang
IEEE Transactions on Human-Machine Systems, 54(4):427–440, 2024
Towards Better Utilization of Haptic Interaction in Visualization: Design Space and Knob Prototype
G. Zhang, Guodao Sun*, Z. Sun, J. Tang, L. Jiang, and R. Liang
International Journal of Human–Computer Interaction, 2024
RE-IDVIS: Person Re-Identification System based on Interactive Visualization
W. Xia, Guodao Sun*, Z. Zhu, P. Liang, S. Zhu, Y. Wu, H. Liang, and R. Liang
Proceedings of the 2024 International Conference on Multimedia Retrieval, 1270–1274, 2024
Video Visualization and Visual Analytics: A Task-Based and Application-Driven Investigation
W. Xia, Guodao Sun*, T. Li, B. Chang, J. Tang, G. Zhang, and R. Liang
IEEE Transactions on Circuits and Systems for Video Technology, 34(11):11316–11339, 2024.
E2Storyline: Visualizing the Relationship with Triplet Entities and Event Discovery
Y. Wang, Guodao Sun*, Z. Zhu, T. Li, L. Chen, and R. Liang
ACM Transactions on Intelligent Systems and Technology, 15(1):1–26, 2024
Application of Mathematical Optimization in Data Visualization and Visual Analytics: A Survey
Guodao Sun, Z. Zhu, G. Zhang, C. Xu, Y. Wang, S. Zhu, B. Chang, and R. Liang
IEEE Transactions on Big Data, 9(4):1018–1037, 2023
DBNetVizor: Visual Analysis of Dynamic Basketball Player Networks
B. Chang, Guodao Sun*, S. Zhu, Q. Jiang, W. Xia, J. Tang, and R. Liang
IEEE Transactions on Big Data, 2024, to appear
Towards Enhancing Inter-Domain Routing Security with Visualization and Visual Analytics
J. Tang,Guodao Sun*, J. Chen, G. Zhang, Q. Jiang, Y. Li, G. Zhang, J. Liu, H. Wang, and R. Liang
IEEE Transactions on Big Data, 2024, to appear
Rigel: Transforming Tabular Data by Declarative Mapping
R. Chen, D. Weng, Y. Huang, X. Shu, J. Zhou, Guodao Sun, and Y. Wu
IEEE Transactions on Visualization and Computer Graphics, 29(1):128–138, 2023
Multilevel Visual Analysis of Aggregate Geo-Networks
Z. Deng, S. Chen, X. Xie, Guodao Sun, M. Xu, D. Weng, and Y. Wu
IEEE Transactions on Visualization and Computer Graphics, 30(7):3135–3150, 2024
MUSE: Visual Analysis of Musical Semantic Sequence
Baofeng Chang, Guodao Sun*, Tong Li, Houchao Huang, Ronghua Liang
IEEE Transactions on Visualization and Computer Graphics, 29(9):4015–4030, 2023
EvoSets: Tracking the Sensitivity of Dimensionality Reduction Results Across Subspaces
Guodao Sun, Sujia Zhu, Qi Jiang, Wang Xia, Ronghua Liang
IEEE Transactions on Big Data, to appear, 8(6):1566–1579, 2022
流行病数据可视分析综述
孙国道, 杨雨璠, 潘翔, 梁荣华
计算机学报, 45(3):601–623, 2022
DT2VIS: A Focus+Context Answer Generation System to Facilitate Visual Exploration of Tabular Data
Qi Jiang, Guodao Sun*, Yue Dong, Ronghua Liang
IEEE Computer Graphics and Applications, 41(5):45–56, 2021.
A survey of volume visualization techniques for feature enhancement
(ChinaVis 2021 最佳综述论文奖)
Chaoqing Xu, Guodao Sun*, Ronghua Liang
Visual Informatics, 5(3):70–81, 2021.
VSumVis: Interactive Visual Understanding and Diagnosis of Video Summarization Model
Guodao Sun, Hao Wu, Lin Zhu, Chaoqing Xu, Haoran Liang, Binwei Xu, Ronghua Liang
ACM Transactions on Intelligent Systems and Technology, 12(4):, 1–28, 2021
A Survey on Automatic Infographics and Visualization Recommendations (入选VI 2020精选文章)
Sujia Zhu, Guodao Sun*, Qi Jiang, Meng Zha, Ronghua Liang
Visual Informatics, 4(3):24–40, 2020
PermVizor: Visual Analysis of Multivariate Permutations
(ChinaVis 2019 最佳论文提名奖)
Guodao Sun, Zhixiu Zhou, Baofeng Chang, Jingwei Tang, Ronghua Liang
Journal of Visualization, 22(6):1225–1240, 2019
TZVis: Visual Analysis of Bicycle Data for Traffic Zone Division
Guodao Sun, Baofeng Chang, Lin Zhu, Hao Wu, Kai Zheng, Ronghua Liang
Journal of Visualization, 22(6):1193–1208, 2019
SocialWave: Visual Analysis of Spatio-temporal Diffusion of Information on Social Media
Guodao Sun, Tan Tang, Tai-Quan Peng, Ronghua Liang, Yingcai Wu
ACM Transactions on Intelligent Systems and Technology, 9(2):1–23, 2017
StreamExplorer: A Multi-Stage System for Visually Exploring Events in Social Streams
Yingcai Wu, Zhutian Chen, Guodao Sun, Xiao Xie, Nan Cao, Shixia Liu, Weiwei Cui
IEEE Transactions on Visualization and Computer Graphics, 24(10):2758–2772, 2018
Embedding Spatio-temporal Information into Maps by Route-Zooming
Guodao Sun, Ronghua Liang, Huamin Qu, and Yingcai Wu
IEEE Transactions on Visualization and Computer Graphics, 23(5):1506-1519, 2017
Looking into saliency model via space-time visualization
Haoran Liang, Ronghua Liang, and Guodao Sun
IEEE Transactions on Multimedia, 18(11):2271-2281, 2016
TravelDiff: Visual Comparison Analytics for Massive Movement Patterns Derived from Twitter
Robert Krüger, Guodao Sun, Fabian Beck, Ranghua Liang, and Thomas Ertl
IEEE Pacific Visualization Symposium, pages 176–183, 2016
EvoRiver: Visual Analysis of Topic Coopetition on Social Media
Guodao Sun, Yingcai Wu, Shixia Liu, Tai-Quan Peng, Jonathan JH Zhu, and Ronghua Liang
IEEE Transactions on Visualization and Computer Graphics, 20(12):1753-1762, 2014
Embedding Temporal Display into Maps for Occlusion-Free Visualization of Spatio-temporal Data
Guodao Sun, Yang Liu, Wenbin Wu, Ronghua Liang, and Huamin Qu
IEEE Pacific Visualization Symposium, pages 185-192, 2014
A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges
Guodao Sun, Yingcai Wu, Ronghua Liang, and Shixia Liu
Journal of Computer Science and Technology, 28(5):852-867, 2013
A Web-based Visual Analytics System for Real Estate Data
Guodao Sun, Ronghua Liang, Fuli Wu, and Huamin Qu
SCIENCE CHINA Information Sciences, 56(5):1-13, 2013

代表性科研项目:

  • 主持:
    • 面向大规模短文本数据的时空语义理解和可视分析方法研究,国家自然科学基金项目面上项目,2020.01-2023.12
    • 智能家居系统解决方案研究及应用示范, 浙江省重点研发计划课题,2018.09-2020.12
    • 多模态视频语义数据的可视分析,浙江省高校基本科研业务费项目(青年科学家专项),2020.01-2023.12
    • 移动社交媒体时空流数据的可视分析方法研究,国家自然科学基金项目青年基金项目,2017.01.-2019.12
    • 面向深度神经网络的差异化可视分析和理解方法研究,浙江省自然科学基金项目一般项目,2019.01-2021.12
    • 杭州市出租车大数据营运特征计算,杭州市综合交通信息中心,2018.09-2019.12
    • 基于时空语义信息的网络信息流可视挖掘方法研究,公安部重点实验室开放课题,2016.10-2018.10,2018.09-2019.12
    • 杭州市虚拟现实产业(AR/VR)发展现状及提升对策研究,杭州市科技发展计划项目,2017.10-2017.12
  • 参与:
    • 制造企业数据空间设计理论与方法,国家重点研发计划,2020.11-2023.11,校内第二
    • 面向跨设备多场景视频理解的可视分析技术研究,国家自然科学基金重点项目,2021.01-2025.12,校内第二
    • 基于大数据的智能交通诱导系统的研制,科技部中小企业中欧国际合作项目,2015.01-2016.12.31
    • 车辆GPS大数据的处理及可视分析方法研究,浙江省杰出青年科学基金,2014.1-2017.12

科研获奖、学术任职和邀请报告等: