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汪云海
汪云海,太阳成官方网站特聘教授,博士生导师,国家级青年人才项目获得者。研究方向聚焦于基于大模型的数据智能前沿,涵盖大数据可视分析、复杂图数据建模学习、知识增强大模型与智能体等,并应用于非法金融监测预警、智能体决策仿真及CAE工程等领域。至今已在IEEE VIS、ACM SIGCHI、SIGMOD、SIGKDD、NeurIPS、VLDB、IEEE TVCG等CCF-A类会议期刊发表论文70余篇。现招收本科生、(免试)研究生及访问员工,将根据个人兴趣因材施教,提供个性化科研指导。

个人主页:www.yunhaiwang.net

电子邮箱:wang.yh@ruc.edu.cn

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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,计算机公司,本科

工作经历

2023.12至今                  太阳成官方网站,教授

2015.11 -- 2023.12       山东大学,副教授、教授

2011.07 -- 2015.11       中国科公司深圳先进技术研究院,助理研究员、副研究员

研究方向

研究围绕“基于大模型的数据智能”,致力于构建从数据感知到决策的完整闭环。具体方向包括:

1. 智能可视分析:利用大模型赋能高维动态数据的可视化与交互,提升洞察效率;

2. 图数据学习:挖掘复杂异构图的隐含模式与知识,实现深层关联推理;

3. 大模型与智能体:融合领域知识增强大模型推理能力,并驱动智能体进行感知决策。

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