发布日期:2024-10-18 访问量:
中国人民大学特聘教授,博士生导师,入选国家级青年人才项目。目前的研究方向包括: 数据可视化、计算机图形学、人机交互、大数据管理与分析等,相关研究成果在IEEE VIS、 ACM SIGCHI、ACM SIGMOD、ACM SIGGRAPH (Asia)、ACM TOG、IEEE TVCG、IEEE VR等CCF-A类期刊和会议上发表论文70余篇。招收本科生/(免试)研究生/访问学生科研实习,本人有丰富学生科研指导经验,能根据学生的兴趣不同设计不同的课题进行因材施教。
个人主页:https://www.yunhaiwang.net/
电子邮箱:wang.yh@ruc.edu.cn
教育经历
2005年——2011年 中科院计算机网络信息中心,计算机软件与理论,博士
2002年——2005年 西南大学,计算机学院,本科
工作经历
2023.12至今 中国人民大学,教授
2015.11 -- 2023.12 山东大学,副教授、教授
2011.07 -- 2015.11 中国科学院深圳先进技术研究院,助理研究员、副研究员
研究方向
大数据可视化系统,主要兴趣集中在数据可视化、数据交互、数据管理以及相应的领域编程语言研究。
讲授课程
数据可视化、人机交互、交互式数据分析
科研项目
主持2030“新一代人工智能”重大项目、国家自然科学中德国际合作项目、重大项目培育项目、面上项目、青年项目,以及多项产学研合作项目。
科研成果
1. Color Maker: a Mixed-Initiative Approach to Creating Accessible Color Maps. Amey A Salv, Kecheng Lu, Michael E. Papka, Yunhai Wang, Khairi Reda. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , 2024
2. SmartSpring a Low-Cost Wearable Haptic VR Display with Controllable Passive Feedback Hongkun Zhang, Kehong Zhou, Ke Shi, Yunhai Wang, Aiguo Song, Lifeng Zhu. IEEE Transactions on Visualization and Computer Graphics (Proc. ISMAR 2023) , to appear , 2024
3. Mystique Deconstructing SVG Charts for Layout Reuse. Chen Chen, Bongshin Lee, Yunhai Wang, Yunjeong Chang, Zhicheng Liu. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2023) , to appear , 2024
4. Reducing Ambiguities in Line-based Density Plots by Image-space Colorization
Yumeng Xue, Patrick Paetzold, Rebecca Kehlbeck, Bin Chen, Kin Chung Kwan, Yunhai Wang, Oliver Deussen,IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2023) , 2024
5. Optimally Ordered Orthogonal Neighbor Joining Trees for Hierarchical Cluster Analysis
Tong Ge, Xu Luo, Yunhai Wang, Michael Sedlmair, Zhanglin Cheng, Ying Zhao, Xin Liu, Oliver Deussen, Baoquan Chen. IEEE Transactions on Visualization and Computer Graphics , to appear , 2023
6. OM3: An Ordered Multi-level Min-Max Representation for Interactive Progressive Visualization of Time Series. Yunhai Wang, Yuchun Wang, Xin Chen, Yue Zhao, Fan Zhang, Eugene Wu, Chi-Wing Fu, Xiaohui Yu. Proceedings of the 2023 ACM SIGMOD International Conference on Management of Data , 2023
7. Interactive Context-Preserving Color Highlighting for Multiclass Scatterplots. Kecheng Lu, Khairi Reda, Oliver Deussen, Yunhai Wang. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , 2023
8. Force-directed graph layouts revisited: a new force based on the t-Distribution
Fahai Zhong, Mingliang Xue, Jian Zhang, Fan Zhang, Rui Ban, Oliver Deussen, Yunhai Wang
IEEE Transactions on Visualization and Computer Graphics , to appear
9. Taurus: Towards A Unified Force Representation and Universal Solver for Graph Layout
Mingliang Xue, Zhi Wang, Fahai Zhong, Yong Wang, Oliver Deussen, Yunhai Wang
IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2022) , to appear
10. SizePairs: Achieving Stable and Balanced Temporal Treemaps using Hierarchical Size-based Pairing. Chang Han, Jaemin Jo, Anyi Li, Bongshin Lee, Oliver Deussen, Yunhai Wang
IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2022) , to appear
11. Target Netgrams: An Annulus-constrained Stress Model for Radial Graph Visualization
Mingliang Xue, Yunhai Wang, Chang Han, Jian Zhang, Zheng Wang, Kaiyi Zhang, Christophe Hurter, Jian Zhao, and Oliver Deussen. IEEE Transactions on Visualization and Computer Graphics , to appear
12. Data-Driven Colormap Adjustment for Exploring Spatial Variations in Scalar Fields
Qiong Zeng, Yongwei Zhao, Yinqiao Wang, Jian Zhang, Yi Cao, Changhe Tu, Ivan Viola, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics , to appear
13. Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace. Zhiyi Pan, Peng Jiang, Yunhai Wang, Changhe Tu and Anthony Cohn. Proc. IEEE/CVF International Conference on Computer Vision (ICCV) , 2021
14. F2-Bubbles: Faithful Bubble Set Construction and Flexible Editing. Yunhai Wang, Da Cheng, Zhirui Wang, Jian Zhang, Liang Zhou, Gaoqi He, Oliver Deussen. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022
15. Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets. Yinqiao Wang, Lu Chen, Jaemin Jo, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022
16. KD-Box: Line-segment-based KD-tree for Interactive Exploration of Large-scale Time-Series Data. Yue Zhao, Jian Zhang, Chi-Wing Fu, Mingliang Xu, Dominik Moritz, Yunhai Wang
IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022
17. Pyramid-based Scatterplots Sampling for Progressive and Streaming Data Visualization
Xin Chen, Jian Zhang, Chi-Wing Fu, Jean-Daniel Fekete, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022
18. spEuler: Semantics-preserving Euler Diagrams. Rebecca Kehlbeck, Jochen Gortler, Yunhai Wang, Oliver Deussen. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022 [Best Paper Honorable Mention Award]
19. Revisiting Dimensionality Reduction Approaches for Visual Cluster Analysis: An Empirical Study. Jiazhi Xia, Yuchen Zhang, Jie Song, Yang Chen, Yunhai Wang, Shixia Liu. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis 2021) , 2022
20. Mid-Air Finger Sketching for Tree Modelling. Fanxing Zhang, Zhihao Liu, Zhanglin Cheng, Oliver Deussen, Baoquan Chen, Yunhai Wang. Proceedings of IEEE VR , 2021
21. Curve Complexity Heuristic KD-trees for Neighborhood-based Exploration of 3D Curves
Yucheng Lu, Luyu Cheng, Tobias Isenberg, Chi-Wing Fu, Guoning Chen, Hui Liu, Oliver Deussen, Yunhai Wang. Computer Graphics Forum (Proc. of Eurographics 2021) , 2021
22. CAST: Authoring Data-Driven Chart Animations. Tong Ge, Bongshin Lee, Yunhai Wang
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , 2021 [Best Paper Honorable Mention Award]
23. Data-Driven Mark Orientation for Trend Estimation in Scatterplots. Tingting Liu, Xiaotong Li, Chen Bao, Michael Correll, Changhe Tu, Oliver Deussen, Yunhai Wang. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems , 2021
24. Implicit Multidimensional Projection of Local Subspaces. Rongzheng Bian, Yumeng Xue, Liang Zhou, Jian Zhang, Baoquan Chen, Daniel Weiskopf, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2020) , 2021
25. SineStream: Improving the Readability of Streamgraphs by Minimizing Sine Illusion Effects
Chuan Bu, Quanjie Zhang, Qianwen Wang, Jian Zhang, Michael Sedlmair, Oliver Deussen, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2020) , 2021
26. Palettailor: Discriminable Colorization for Categorical Data Kecheng Lu, Mi Feng, Xin Chen, Michael Sedlmair, Oliver Deussen, Dani Lischinski, Zhanglin Cheng, Yunhai Wang. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2020) , 2021
27. Canis: A High-level Language for Data-Driven Chart Animations. Tong Ge, Yue Zhao, Bongshin Lee, Donghao Ren, Baoquan Chen, Yunhai Wang. Computer Graphics Forum ( Proc. of EuroVis 2020) , 2020
社会兼职
CCF计算机辅助设计与图形学专委常务委员
CSIG可视化与可视分析专委常委委员
IEEE VIS、EuroVIS、PacificVis程序委员
担任Computer Graphics Forum、 IEEE Computer Graphics and Applications、计算机辅助设计与图形学学报等期刊编委
荣誉获奖
山东省自然科学奖一等奖
中国电子学会科技进步奖二等奖
山东省教学成果奖一等奖
山东省人工智能学会教学成果奖特等奖