Yunhai Wang |
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Professor
School of Information / DEKE
Lab , Renmin University of
China
No. 59 Zhongguancun St., Beijing 100872
Email: wang.yh@ruc.edu.cn
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is a professor in the School of Information at Renmin University of China. He leads the Intelligent Data Exploration System (IDEAS) lab that aims to enhance people's ability to understand and communicate data through the design of automated visualization and visual analytics systems. His research focuses on the question of how can we automatically design an effective visualization that is best suited to pursue a given task on given input data. |
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SELECTED PUBLICATIONS |
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SPAC-Net: Rethinking Point Cloud Completion with Structural Prior Zizhao Wu, Jian Shi, Xuan Deng, Cheng Zhang, Genfu Yang, Ming Zeng, Yunhai Wang IEEE Transactions on Visualization and Computer Graphics, to appear , 2024 Visualization-Driven Illumination for Density Plots Xin Chen, Yunhai Wang, Huaiwei Bao, Kecheng Lu, Jaemin Jo, Chi-Wing Fu, Jean-Daniel Fekete IEEE Transactions on Visualization and Computer Graphics, to appear , 2024 Authoring Data-Driven Chart Animations through Direct Manipulation Yuancheng Shen*, Yue Zhao*, Yunhai Wang, Tong Ge, Haoyan Shi, Bongshin Lee IEEE Transactions on Visualization and Computer Graphics, to appear , 2024 Generalization of CNNs on Relational Reasoning with Bar Charts Zhenxing Cui, Lu Chen, Yunhai Wang, Daniel Haehn, Yong Wang, Hanspeter Pfister IEEE Transactions on Visualization and Computer Graphics, to appear , 2024 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 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 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 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) , to appear , 2024 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 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 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 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 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 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 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 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 Zhiyi Pan, Peng Jiang, Yunhai Wang, Changhe Tu and Anthony Cohn Proc. IEEE/CVF International Conference on Computer Vision (ICCV) , 2021 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 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 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 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 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] 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 Mid-Air Finger Sketching for Tree Modelling Fanxing Zhang, Zhihao Liu, Zhanglin Cheng, Oliver Deussen, Baoquan Chen, Yunhai Wang Proceedings of IEEE VR , 2021 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 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] 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 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 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 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 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 Data-Driven Colormap Optimization for 2D Scalar Field Visualization Qiong Zeng, Yinqiao Wang, Jian Zhang, Wenting Zhang, Changhe Tu, Ivan Viola, Yunhai Wang IEEE VIS Short Papers , 2019 Improving the Robustness of Scagnostics Yunhai Wang, Zeyu Wang, Tingting Liu, Michael Correll, Zhanglin Cheng, Oliver Deussen, Michael Sedlmair IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2019) , 2020 A Recursive Subdivision Technique for Sampling Multi-class Scatterplots Xin Chen, Tong Ge, Jian Zhang, Baoquan Chen, Chi-Wing Fu, Oliver Deussen and Yunhai Wang IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2019) , 2020 Interactive Structure-aware Blending of Diverse Edge Bundling Visualizations Yunhai Wang, Mingliang Xue, Yanyan Wang, Xinyuan Yan, Baoquan Chen, Chi-Wing Fu, Christophe Hurter IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2019) , 2020 ShapeWordle: Tailoring Wordles using Shape-aware Archimedean Spirals Yunhai Wang, Xiaowei Chu, Kaiyi Zhang, Chen Bao, Xiaotong Li, Jian Zhang, Chi-Wing Fu, Christophe Hurter, Oliver Deussen, and Bongshin Lee IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2019) , 2020 Follow the Smoke: Immersive Display of Motion Data With Synthesized Smoke Zhu Lifeng, Wang Zian, Wang Yunhai, Song Aiguo IEEE computer graphics and applications , 2019 Unsupervised Feature Selection via Adaptive Multi-Measure Fusion Rui Zhang, Feiping Nie, Yunhai Wang, Xuelong Li IEEE Transactions on Neural Networks and Learning Systems , 2018 DifNet: Semantic Segmentation by Diffusion Networks Peng Jiang, Fanglin Gu, Yunhai Wang, Changhe Tu, and Baoquan Chen Proceedings of The 32nd Conference on Neural Information Processing Systems (Proc. NIPS 2018) , 2018 Image-Based Aspect Ratio Selection Yunhai Wang, Zeyu Wang, Chi-Wing Fu, Hansjörg Schmauder, Oliver Deussen and Daniel Weiskopf IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2018) , 2019 Optimizing Color Assignment for Perception of Class Separability in Multiclass Scatterplots. Yunhai Wang, Xin Chen, Tong Ge, Chen Bao, Michael Sedlmair, Chi-Wing Fu, Oliver Deussen and Baoquan Chen IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2018) , 2019 Structure-aware Fisheye Views for Efficient Large Graph Exploration. Yunhai Wang, Yanyan Wang, Haifeng Zhang, Yinqi Sun, Chi-Wing Fu, Michael Sedlmair, Oliver Deussen, and Baoquan Chen IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2018) , 2019 Evaluating Multi-Dimensional Visualizations for Understanding Fuzzy Clusters Ying Zhao, Feng Luo, Minghui Chen, Yingchao Wang, Jiazhi Xia, Fangfang Zhou, Yunhai Wang, Yi Chen and Wei Chen IEEE Transactions on Visualization and Computer Graphics (Proc. VAST 2018) , 2019 Is There a Robust Technique for Selecting Aspect Ratios in Line Charts? Yunhai Wang, Zeyu Wang, Lifeng Zhu, Jian Zhang, Chi-Wing Fu, Zhanglin Cheng, Changhe Tu and Baoquan Chen IEEE Transactions on Visualization and Computer Graphics, , 2018 Laplace¨CBeltrami Operator on Point Clouds Based on Anisotropic Voronoi Diagram Hongxing Qin, Yi Chen, Yunhai Wang*, Xiaoyang Hong, Kangkang Yin and Hui Huang
Computer Graphics Forum 2018 Yunhai Wang, Yanyan Wang, Yinqi Sun, Lifeng Zhu, Kecheng Lu, Chi-Wing Fu, Michael Sedlmair, Oliver Deussen, and Baoquan Chen IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2017) , 2018 EdWordle: Consistency-preserving Word Cloud Editing Yunhai Wang, Xiaowei Chu, Chen Bao, Lifeng Zhu, Oliver Deussen, Baoquan Chen and Michael Sedlmair. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis 2017) , 2018 A Perception-Driven Approach to Supervised Dimensionality Reduction for Visualization Yunhai Wang, Kang Feng, Xiaowei Chu, Jian Zhang, Chi-Wing Fu, Michael Sedlmair, Xiaohui Yu, and Baoquan Chen. IEEE Transactions on Visualization and Computer Graphics , 2018 Yunhai Wang, Jingting Li, Feiping Nie, Holger Theisel, Minglun Gong, Dirk J. Lehmann.
Computer Graphics Forum Volume 36, Number 3, 2017 ( Proc. of EuroVis 2017 ) Line Graph or Scatter Plot? Automatic Selection of Methods for Visualizing Trends in Time Series Yunhai Wang, Fubo Han, Lifeng Zhu, Oliver Deussen, Baoquan Chen. IEEE Transactions on Visualization and Computer Graphics , 2017 Artificial Multi-Bee-Colony Algorithm for k-Nearest-Neighbor Fields Search Yunhai Wang, Yiming Qian, Yang Li, Minglun Gong, Wolfgang Banzhaf. Proceedings of The Genetic and Evolutionary Computation Conference (GECCO) , 2016 A Visual Voting Framework for Weather Forecast Calibration Hongsen Liao, Li Chen, Yingcai Wu, Yunhai Wang, Huizhang, Wei Chen. Accepted by IEEE Visualization (Conference Track for Scientific Visualization) , 2015 Distilled Collections from Textual Image Queries Hadar Averbuch-Elor, Yunhai Wang*, Yiming Qian, Minglun Gong, Johannes Kopf, Hao Zhang, Daniel Cohen-Or Computer Graphics Forum , 201 5 ( Proceedings of Eurographics 2015 ) Forecast Verification and Visualization based on Gaussian Mixture Model Co-estimation Yunhai Wang, Chaoran Fan, Jian Zhang, Tao Niu, Song Zhang, Jinrong Jiang Accepted by Computer Graphics Forum, 2014 Interactive shape co-segmentation via label propagation Zizhao Wu, Ruyang Shou, Yunhai Wang*, Xinguo Liu Computers & Graphics, Volume 3 8 , Number 2 , pp. 248- 2 54, 2014 ( Proceedings of CAD/Graphics 2013) Projective Analysis for 3D Shape Segmentation Yunhai Wang, Minglun Gong, Tianhua Wang, Daniel Cohen-Or , Hao Zhang, Baoquan Chen ACM Transactions on Graphics Volume 3 2 , Number 6, 201 3 ( Proceedings of SIGGRAPH Asia 2013). Unsupervised Co-Segmentation of 3D Shapes via Affinity Aggregation Spectral Clustering Zizhao Wu, Yunhai Wang*, Ruyang Shou, Baoquan Chen, Xinguo Liu Computers & Graphics, Volume 3 7 , Number 6 , pp. 628- 6 37, 2013 ( Proceedings of SMI 2013) Active Co-Analysis of a Set of Shapes Yunhai Wang, Shmulik Asafi, Oliver van Kaick, Hao Zhang, Daniel Cohen-Or , Baoquan Chen ACM Transactions on Graphics Volume 31, Number 6 , 2012 ( Proceedings of SIGGRAPH Asia 2012) Automating Transfer Function Design with Valley Cell-Based Clustering of 2D Density Plots Yunhai Wang, Jian Zhang, Dirk J. Lehmann, Holger Theisel , Xuebin Chi Computer Graphics Forum Volume 31, Number 3, 2012 ( Proc. of EuroVis 2012 ) Efficient Opacity Specification Based on Feature Visibilities in Direct Volume Rendering Yunhai Wang, Jian Zhang, Wei Chen, Huai Zhang, Xuebin Chi Computer Graphics Forum Volume 30, Number 7, pp. 2117 - 2126, 2011 ( Proceedings of Pacific Graphics 201 1 ) Efficient Volume Exploration Using the Gaussian Mixture Model Yunhai Wang, Wei Chen, Jian Zhang, Guihua Shan, Tingxing Dong , Xuebin Chi IEEE Transactions on Visualization and Computer Graphics Volume 17, Number 11, pp. 1560-1573, 2011 |
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