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YUAN Xiaoru

  • Principal Investigator, Doctoral Advisor
  • School of Intelligence Science and Technology, Peking University
    National Biomedical Imaging Center
  • 个人简介
    Visualization and Visual Analysis Laboratory was founded in 2008, it is now the world's leading visualization research team. The lab conducts long-term research on all kinds of scientific data, including bioimaging data, high-dimensional data, spatio-temporal data, and social networks. The laboratory work is closely combined with industrial needs and practical applications, and the research and development of Weibo visual analysis system, pseudo-base station visual analysis detection system, traffic big data visual analysis practical system, etc. For details, please visit the homepage of the laboratory wiki: http://vis.pku.edu.cn/wiki/. In important meetings and journals such as IEEE VIS, ACM CHI, EuroVis, IEEE PacificVis, ChinaVis, the lab has published many high-level papers every year and won the best paper/poster award at IEEE VIS, PacificVis, ChinaVis and other conferences nearly ten times.
  • 所授课程
    Introduction on Visualization and Visual Computing Fall 2008-2020

    Data Visualization Fall 2017-2020

    Visualization Summer School 2009-2020
  • 获奖及荣誉
    2018 Excellent doctoral dissertation Supervisor Award of Beijing Image and Graphics Society
    2018 Okawa Foundation Sukusei Award International
    2010, First Prize, the 9th Peking University Young Teachers Teaching Demonstration Competition "Science and Technology", Domestic
    2005 IEEE Visualization Best Application Thesis Award, International
  • 个人履历
    2021/12-present, Peking University, School of Intelligence, PI
    2008/01-2021/11, School of Information Science and Technology, Peking University, PI
    2006/08-2007/08, Postdoctoral Fellow, University of Minnesota
    2002/06-2006/08, University of Minnesota, USA, Computer Science, PhD
    2001/04-2005/08, University of Minnesota, Computer Engineering, Master's Degree
    1995/09-1998/07, Peking University, Intellectual Property, Bachelor degree
    1993/09-1997/07, Peking University, Chemistry, Bachelor Degree
  • 承担项目
    Project of National Natural Science Foundation of China, Research on new Visualization Process driven by Machine Learning, 61872013, in charge, 2019/01-2022/12
    Sample-driven Visual Design Space Exploration Research, National Natural Science Foundation of China, 62272012, in charge, 2023/01-2026/12
  • 代表性论文及论著
    1.Datong Wei,Chaofan Yang,Xiaolong Zhang,and Xiaoru Yuan,Predicting Mouse Click Position Using Long Short-Term Memory Model Trained by Joint Loss Function,In Extended Abstracts of ACM Conference on Human Factors in Computing Systems (CHI EA '21,Late-breaking Work),Accepted,2021.
    2.Meng Du and Xiaoru Yuan,A Survey of Competitive Sports Data Visualization and Visual Analysis,Journal of Visualization,24(1): 47-67,2021.
    3.Siming Chen,Natalia Andrienko,Gennady Andrienko,Jie Li,and Xiaoru Yuan,Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams,IEEE Transactions on Visualization and Computer Graphics (VAST’20),27(2): 1612-1622,2021.（CCF A类）
    4.Mingdong Zhang,Li Chen,Quan Li,Xiaoru Yuan,and Junhai Yong,Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial Spreading, IEEE Transactions on Visualization and Computer Graphics,27(2): 1808-1818,2021.（CCF A类）
    5.Guozheng Li, Min Tian, Qinmei Xu, Michael J. McGuffin, and Xiaoru Yuan,GoTree: A Grammar of Tree Visualizations,In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, Hawai'i, USA. April 25-30, 2020.
    6.Shuai Chen, Sihang Li, Siming Chen, and Xiaoru Yuan,R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media,IEEE Transactions on Visualization and Computer Graphics (VAST’19), 26(1): 1204-1214, 2020.
    7.Can Liu, Liwenhan Xie, Yun Han, Datong Wei, and Xiaoru Yuan,AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically,In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'20, Notes), pages 191-195, Tianjin, China, June 3-5, 2020.
    8.Jiang Zhang, Changhe Yang, Yanda Li, Li Chen and Xiaoru Yuan,LBVis: Interactive Dynamic Load Balancing Visualization in Parallel Particle Tracing,In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'20, Notes, Honorable Mention Award), pages 91-95, Tianjin, China, June 3-5, 2020.
    9.Can Liu, Yanda Li, Changhe Yang, and Xiaoru Yuan,Event-Based Exploration and Comparison on Time-Varying Ensembles,Journal of Visualization (ChinaVis’19), 23(1): 111-123, 2020.
    10.Jiang Zhang and Xiaoru Yuan,A Survey of Parallel Particle Tracing Algorithms in Flow Visualization,Journal of Visualization, 21(3):351–368, 2018.