Publications

PKU Visualization and Visual Analytics Group 北京大学　可视化与可视分析研究组

2023
			A Framework for Multiclass Contour Visualization
			Sihang Li, Jiacheng Yu, Mingxuan Li, Le Liu, Xiaolong (Luke) Zhang, and Xiaoru Yuan IEEE Transactions on Visualization and Computer Graphics (VIS’22), Accepted.


2022
			DanmuVis: Visualizing Danmu Content Dynamics and Associated Viewer Behaviors in Online Videos
			Shuai Chen, Sihang Li, Yanda Li, Junlin Zhu, Juanjuan Long, Siming Chen, Jiawan Zhang and Xiaoru Yuan. Computer Graphics Forum (EuroVis’22) , 41(3): 429-440, 2022.


			UNICON: A UNIform CONstraint Based Graph Layout Framework
			Jiacheng Yu, Yifan Hu, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'22), pages 61-70, Tsukuba, Japan, April 11-14, 2022.
			paper \| pdf 1.9 MB \|

			Deep Learning Approaches in Flow Visualization
			Can Liu, Ruike Jiang, Datong Wei, Changhe Yang, Yanda Li, Fang Wang, and Xiaoru Yuan. Advances in Aerodynamics. 4(17):1-14, 2022.
			paper \| pdf 1.5 MB \|

			EnConVis: A Unified Framework for Ensemble Contour Visualization
			Mingdong Zhang, Quan Li, Li Chen, Xiaoru Yuan, and Jun-Hai Yong. IEEE Transactions on Visualization and Computer Graphics (Early Access), 2022.
			paper \| pdf 18.6 MB \|

2021
			A Visual Uncertainty Analytics Approach for Weather Forecast Similarity Measurement Based on Fuzzy Clustering
			Renpei Huang, Li Chen, and Xiaoru Yuan. Journal of Visualization (ChinaVis'20), 24(2): 317–330, 2021.
			paper \| pdf 0.9 MB \|

			High-Performance Flow Parallel Particle Tracing Data Management System
			Changhe Yang, Yanda Li, Jiang Zhang, Fang Wang, and Xiaoru Yuan. Acta Aeronautica et Astronautica Sinica, 42(9): 625748-625748, 2021. (in Chinese)
			paper \| pdf 6.7 MB \|

			ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data
			Can Liu, Yun Han, Ruike Jiang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'21), pages 6-15, Tianjin, China. April 19-22, 2021.
			paper \| pdf 1.2 MB \|

			Predicting Mouse Click Position Using Long Short-Term Memory Model Trained by Joint Loss Function
			Datong Wei, Chaofan Yang, Xiaolong Zhang, and Xiaoru Yuan. In Extended Abstracts of ACM Conference on Human Factors in Computing Systems (CHI EA '21, Late-breaking Work), no. 214: 1-6, 2021.
			paper \| pdf 1.4 MB \|

			Photo4Action: Phone Camera-based Interaction for GraphVisualizations on Large Wall Displays
			Shuai Chen, Hao Wu, Zhixian Lin, Cong Guo, Lijing Lin, Fan Hong, and Xiaoru Yuan. Journal of Visualization (ChinaVis'20), 24(5): 1083-1095, 2021.
			paper \| pdf 0.8 MB\|

			SensorAware: Visual Analysis of Both Static and Mobile Sensor Information
			Datong Wei, Chenlu Li, Hanning Shao, Zijing Tan, Zhixian Lin, Xiaoju Dong, and Xiaoru Yuan. Journal of Visualization (ChinaVis'20), 24(3): 597-613, 2021.
			paper \| pdf 3.5MB \|

			A Survey of Competitive Sports Data Visualization and Visual Analysis
			Meng Du and Xiaoru Yuan. Journal of Visualization, 24(1): 47-67, 2021.
			paper \| pdf 2.7 MB \|

			Co-Bridges: Pair-wise Visual Connection and Comparison for Multi-item Data Streams
			Siming Chen, Natalia Andrienko, Gennady Andrienko, Jie Li, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (VAST’20), 27(2): 1612-1622, 2021.
			paper \| pdf 3.9 MB \| preview-video \| mpeg4 26.9 MB \|

			Uncertainty-Oriented Ensemble Data Visualization and Exploration using Variable Spatial Spreading
			Mingdong Zhang, Li Chen, Quan Li, Xiaoru Yuan, and Junhai Yong. IEEE Transactions on Visualization and Computer Graphics, 27(2): 1808-1818, 2021.
			paper \| pdf 25.1 MB \| preview-video \| mpeg4 29.7 MB \|

			A Probability Density-based Visual Analytics Approach to Forecast Bias Calibration
			Renpei Huang, Quan Li, Li Chen, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (Early Access) , 2021.
			paper \| pdf 6.4 MB \|

2020
			Automatic Annotation Synchronizing with Textual Description for Visualization
			Chufan Lai, Zhixian Lin, Ruike Jiang, Yun Han, Can Liu, and Xiaoru Yuan. In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, Hawai'i, USA. April 25-30, 2020.
			paper \| pdf 20.8 MB \| preview-video \| mpeg4 11.9 MB \|

			GoTree: A Grammar of Tree Visualizations
			Guozheng Li, Min Tian, Qinmei Xu, Michael J. McGuffin, and Xiaoru Yuan. In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020), Honolulu, Hawai'i, USA. April 25-30, 2020.
			paper \| pdf 1.4 MB \| preview-video \| mpeg4 48.2 MB \|

			R-Map: A Map Metaphor for Visualizing Information Reposting Process in Social Media
			Shuai Chen, Sihang Li, Siming Chen, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (VAST’19), 26(1): 1204-1214, 2020.
			paper \| pdf 1.0 MB \| preview-video \| mpeg4 1.5 MB \|

			SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets
			Can Liu, Cong Wu, Hanning Shao, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (InfoVis’19), 26(1): 790-799, 2020.
			paper \| pdf 0.8MB \| preview-video \| mpeg4 4.5 MB \|

			BarcodeTree: Scalable Comparison of Multiple Hierarchies
			Guozheng Li, Yu Zhang, Yu Dong, Jie Liang, Jinson Zhang, Jinsong Wang, Michael J. McGuffin, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (InfoVis’19), 26(1): 1022-1032, 2020.
			paper \| pdf 8.3 MB \| preview-video \| mpeg4 64.5 MB \|

			Visualization Driven by Deep Learning
			Can Liu, Chufan Lai, Ruike Jiang, Yanda Li, Changhe Yang, Zhixian Lin, Datong Wei, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics (ChinaVis'20), 32(10): 1537-1548, 2020. (in Chinese)
			paper \| pdf 1.0 MB \|

			Tabular Data Visualization Interactive Construction for Analysis Tasks
			Nan Ma and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics (ChinaVis'20), 32(10): 1628-1636, 2020. (in Chinese)
			paper \| pdf 3.7MB \|

			AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically
			Can Liu, Liwenhan Xie, Yun Han, Datong Wei, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'20, Notes), pages 191-195, Tianjin, China, June 3-5, 2020.
			paper \| pdf 0.9 MB \|

			LBVis: Interactive Dynamic Load Balancing Visualization in Parallel Particle Tracing
			Jiang Zhang, Changhe Yang, Yanda Li, Li Chen and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'20, Notes, Honorable Mention Award), pages 91-95, Tianjin, China, June 3-5, 2020.
			paper \| pdf 9.7 MB \| preview-video \| mpeg4 84.3 MB \|

			Interactive Assigning of Conference Sessions with Visualization and Topic Modeling
			Yun Han, Zhenhuang Wang, Siming Chen, Guozheng Li, Xiaolong Zhang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'20, Notes), pages 236-240, Tianjin, China, June 3-5, 2020.
			paper \| pdf 3.5 MB \|

			Event-Based Exploration and Comparison on Time-Varying Ensembles
			Can Liu, Yanda Li, Changhe Yang, and Xiaoru Yuan. Journal of Visualization (ChinaVis’19), 23(1): 111-123, 2020.
			paper \| pdf 2.2 MB \|

			SEEVis: A Smart Emergency Evacuation Plan Visualization System with Data-Driven Shot Designs
			Quan Li, Yingjie Liu, Li Chen, Xingchao Yang, Yi Peng, Xiaoru Yuan, and Maddegedara Lalith Lakshman Wijerathne. Computer Graphics Forum (EuroVis’20), 39(3): 523-535, 2020.
			paper \| pdf 8.0 MB \|

2019
			DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network
			Fan Hong, Can Liu, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'19), pages 282-291, Bangkok, Thailand. April 23-26, 2019.
			paper \| pdf 4.8 MB \|

			Deep Learning based Viewpoint Recommendation in Volume Visualization
			Changhe Yang, Yanda Li, Can Liu, and Xiaoru Yuan. Journal of Visualization (ChinaVis'19), 22(5): 991–1003, 2019.
			paper \| pdf 3.7 MB \|

			An Interactive Visual Analytics Approach for Network Anomaly Detection through Smart Labeling
			Xin Fan, Chenlu Li, Xiaoru Yuan, Xiaoju Dong, and Jie Liang. Journal of Visualization (ChinaVis'19), 22(5): 955–971, 2019.
			paper \| pdf 1.6 MB \|

			Multivariate Visualization for Atmospheric Pollution
			Daying Lu, Yao Ge, Laihua Wang, Dengming Zhu, Zhaoqi Wang, and Xiaoru Yuan. Journal of Visualization, 22(2): 1093–1105, 2019.
			paper \| pdf 2.4 MB \|

			Visualization of Technical and Tactical Characteristics in Fencing
			Mingdong Zhang, Li Chen, Xiaoru Yuan, Renpei Huang, Shuang Liu, and Junhai Yong. Journal of Visualization (ChinaVis'18), 21(1): 109-124, 2019.
			paper \| pdf 1.6 MB \|


			Short Plane Supports for Spatial Hypergraphs
			Thom Castermans, Mereke van Garderen, Wouter Meulemans, Martin Nöllenburg, and Xiaoru Yuan. Journal of Graph Algorithms and Applications, 23(3): 463-498, 2019.
			paper \| pdf 3 MB \|

2018

			User Behavior Map: Visual Exploration for Cyber Security Session Data
			Siming Chen, Shuai Chen, Natalia Andrienko, Gennady Andrienko, Phong H Nguyen, Cagatay Turkay, Olivier Thonnard, Xiaoru Yuan. 2018 IEEE Symposium on Visualization for Cyber Security (VizSec), 2018.
			paper \| pdf 5.4 MB \|

			Short plane support trees for hypergraphs
			Thom Castermans, Mereke van Garderen, Wouter Meulemans, Martin Nöllenburg, Xiaoru Yuan. 34th European Workshop on Computational Geometry (EuroCG2018), 35:1-35:6, 2018.
			paper \| pdf 0.4 MB \|


			Dynamic Load Balancing Based on Constrained K-D Tree Decomposition for Parallel Particle Tracing
			Jiang Zhang, Hanqi Guo, Fan Hong, Xiaoru Yuan, and Tom Peterka. IEEE Transactions on Visualization and Computer Graphics (SciVis’17), 24(1):954-963, 2018.
			paper \| pdf 2.2 MB \| preview-video \| mpeg4 5.9 MB \|

			D-Map+: Interactive Visual Analysis and Exploration of Ego-centric and Event-centric Information Diffusion Patterns in Social Media
			Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Yadong Wu, and Xiaoru Yuan. ACM Transactions on Intelligent Systems and Technology, 10(1), 11:1-11:26, 2018.
			paper \| pdf 1.3 MB \|

			Dynamic Data Repartitioning for Load-Balanced Parallel Particle Tracing
			Jiang Zhang, Hanqi Guo, Xiaoru Yuan, and Tom Peterka. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'18), pages 86-95, Kobe, Japan, Apr. 10-13, 2018.
			paper \| pdf 4.1 MB \|

			Access Pattern Learning with Long Short-Term Memory for Parallel Particle Tracing
			Fan Hong, Jiang Zhang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'18), pages 76-85, Kobe, Japan, Apr. 10-13, 2018.
			paper \| pdf 0.5 MB \|

			Uncertainty-aware Visual Analytics for Exploring Human Behaviors from Heterogeneous Spatial Temporal Data
			Siming Chen, Zuchao Wang, Jie Liang, and Xiaoru Yuan. Journal of Visual Languages & Computing, 48:187-198, 2018.
			paper \| pdf 3.5 MB \|

			Metro-Wordle: An Interactive Visualization for Urban Text Distributions based on Wordle
			Chenlu Li, Xiaoju Dong, Xiaoru Yuan. Visual Informatics (PacificVAST’18), 2(1):50-59, 2018.
			paper \| pdf 3.2 MB \|

			Exploring High Dimensional Data Through Locally Enhanced Projections
			Chufan Lai, Ying Zhao, and Xiaoru Yuan. Journal of Visual Languages & Computing (ChinaVis'18 Best Paper Award), 48:144-156, 2018.
			paper \| pdf 3.8 MB \|


			A Survey of Parallel Particle Tracing Algorithms in Flow Visualization
			Jiang Zhang and Xiaoru Yuan. Journal of Visualization, 21(3):351–368, 2018.
			paper \| pdf 0.8 MB \|

			State-of-the-Art of Ensemble Visualization
			Qingya Shu, Richen Liu, Fan Hong, Jiang Zhang, and Xiaoru Yuan. Journal of Software, 29(2):506-523, 2018. (in Chinese)
			paper \| pdf 8.5 MB \|

			Visual Analysis for Microblog Topic Modeling
			Zhenhuang Wang, Siming Chen, and Xiaoru Yuan. Journal of Software, 29(4):1115-1130, 2018.
			paper \| pdf 3.0 MB \|

2017
			E-Map: A Visual Analytics Approach for Exploring Significant Event Evolutions in Social Media
			Siming Chen, Shuai Chen, Lijing Lin, Xiaoru Yuan, Jie Liang and Xiaolong (Luke) Zhang. In Proceedings of IEEE Conference on Visual Analytics Science and Technology (VAST'17), Phoenix, USA, Oct. 1-6, 2017.
			paper \| pdf 1.9 MB \| preview-video \| mpeg4 9 MB \|

			Visual Analysis of Multiple Route Choices based on General GPS Trajectories
			Min Lu, Chufan Lai, Tangzhi Ye, Jie Liang, and Xiaoru Yuan. IEEE Transactions on Big Data, 3(2): 234-247, 2017.
			paper \| pdf 1.2 MB \|

			Social Media Visual Analytics
			Siming Chen, Lijing Lin and Xiaoru Yuan. Computer Graphics Forum (EuroVis State-of-the-Art Report'17), 36(3): 563-587, 2017.
			paper \| pdf 1.8 MB \|

			User-Defined Feature Comparison for Vector Field Ensembles
			Richen Liu, Hanqi Guo, and Xiaoru Yuan. Journal of Visualization, 20(2):217–229, 2017.
			paper \| pdf 4.9 MB \|

			Compression-based Integral Curve Data Reuse Framework for Flow Visualization
			Fan Hong, Chongke Bi, Hanqi Guo, Kenji Ono, and Xiaoru Yuan. Journal of Visualization, 20(4): 859-874, 2017.
			paper \| pdf 0.5 MB \|

			Ordered Small Multiple Treemaps for Visualizing Time-Varying Hierarchical Pesticide Residue Data
			Yi Chen, Xiaomin Du, and Xiaoru Yuan. The Visual Computer, 1-12, 2017.
			paper \| pdf 1.7MB \|

			Frontier of Information Visualization and Visual Analytics in 2016
			Min Lu, Siming Chen, Chufan Lai, Lijing Lin and Xiaoru Yuan. Journal of Visualization, 20(4):667–686, 2017.
			paper \| pdf 1.7 MB \|

			Interaction+: Interaction Enhancement for Web-based Visualizations
			Min Lu, Jie Liang, Yu Zhang, Guozheng Li, Siming Chen, Zongru Li, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'17), pages 61-70, Seoul, Korea. April 18-21, 2017.
			paper \| pdf 1.3 MB \| video \| mpeg4 14.9 MB \|

			Visual Exploration of Ionosphere Disturbances for Earthquake Research
			Fan Hong, Siming Chen, Hanqi Guo, Xiaoru Yuan, Jian Huang, Yongxian Zhang. In Proceedings of SIGGRAPH Aisa '17 Symposium of Visualization, Bangkok, Thailand, Nov. 27-30, 2017. (Honorable Mention Award)
			paper \| pdf 1.9 MB \|

			Interactive Dimension Reordering in RadViz with Correlation Matrix
			Zhihao Zhang, Junping Zhang, Takming Chan, Ying Lu, Xiaoru Yuan and Tianlong Gu. Pattern Recognition and Artificial Intelligence, Vol. 30, Issue (7): 637-645, 2017. (in Chinese)
			paper \| pdf 2.4 MB \|

2016
			D-Map: Visual Analysis of Ego-centric Information Diffusion Patterns in Social Media
			Siming Chen, Shuai Chen, Zhenhuang Wang, Jie Liang, Xiaoru Yuan, Nan Cao and Yadong Wu. In Proceedings of IEEE Conference on Visual Analytics Science and Technology (VAST'16), pages 41-50, Baltimore, USA, Oct. 23-28, 2016.
			paper \| pdf 1.7 MB \| video \| mpeg4 15.8 MB \|

			Filter in Visualization of Geospatial Data
			Min Lu, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics, 28(5): 702-711, 2016. (In Chinese)
			paper \| pdf 2.3 MB \|

			Efficient Unsteady Flow Visualization with High-Order Access Dependencies
			Jiang Zhang, Hanqi Guo, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'16), pages 80-87, Taipei, Apr. 19-22, 2016.
			paper \| pdf 2.5 MB \|

			Comparative Visualization of Vector Field Ensembles Based on Longest Common Subsequence
			Richen Liu, Hanqi Guo, Jiang Zhang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'16), pages 96-103, Taipei, Apr. 19-22, 2016.
			paper \| pdf 5.5 MB \|

			EnsembleGraph: Interactive Visual Analysis of Spatiotemporal Behaviors in Ensemble Simulation Data
			Qingya Shu, Hanqi Guo, Jie Liang, Limei Che, Junfeng Liu, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'16), pages 56-63, Taipei, Apr. 19-22, 2016.
			paper \| pdf 4.5 MB \| video \| wmv 24.6 MB \|

			Dimension Reconstruction for Visual Exploration of Subspace Clusters in High-dimensional Data
			Fangfang Zhou, Juncai Li, Wei Huang, Ying Zhao, Xiaoru Yuan, Xing Liang, and Yang Shi. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'16), pages 128-135, Taipei, Apr. 19-22, 2016.
			paper \| pdf 2.9 MB \| video \| wmv 38.0 MB \|

			Interactive Visual Discovering of Movement Patterns from Sparsely Sampled Geo-tagged Social Media Data
			Siming Chen, Xiaoru Yuan, Zhenhuang Wang, Cong Guo, Jie Liang, Zuchao Wang, Xiaolong (Luke) Zhang and Jiawan Zhang. IEEE Transactions on Visualization and Computer Graphics (VAST'15), 22(1): 270-279,2016.
			paper \| pdf 1.4 MB \| video \| mpeg4 36.0 MB \| preview-video \| mpeg4 11.0 MB \|

			Exploring OD Patterns of Interested Region based on Taxi Trajectories
			Min Lu, Jie Liang, Zuchao Wang and Xiaoru Yuan. Journal of Visualization, 19(4): 811-821, 2016.
			paper \| pdf 1.4 MB \|

			MatchOrchestra: a Generalized Visual Analytics for Competitive Team Sports
			Wentao Wang, Jiawan Zhang, Xiaoru Yuan, and Shixia Liu. Journal of Visualization, 19(3): 515-528, 2016.
			paper \| pdf MB \|

2015
			TrajRank: Exploring Travel Behaviour on a Route by Trajectory Ranking
			Min Lu, Zuchao Wang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'15), pages 311-318, Hangzhou, China, Apr. 14-17, 2015.
			paper \| pdf 1.8 MB \| video \| mpeg4 3.4 MB \|

			OD-Wheel: Visual Design to Explore OD Patterns of a Central Region
			Min Lu, Zuchao Wang, Jie Liang and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'15), pages 87-91, (Notes), Hangzhou, China, Apr. 14-17, 2015.
			paper \| pdf 1.1 MB \| video \| mpeg4 2.5 MB \|

			Laplacian-based Dynamic Graph Visualization
			Limei Che, Jie Liang, Xiaoru Yuan, Jianping Shen, Jinquan Xu, and Yong Li. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'15), pages 69-73, (Notes), Hangzhou, China, Apr. 14-17, 2015.
			paper \| pdf 1.9 MB \|

			A Bottom-Up Scheme for User-Defined Feature Comparison in Ensemble Data
			Richen Liu, Hanqi Guo, and Xiaoru Yuan. ACM SIGGRAPH Asia 2015 Symposium on Visualization in High Performance Computing, Kobe, Japan, November 2-5, 2015.
			paper \| pdf 4.1 MB \|

			Seismic Visualization
			Da Yuan, Richen Liu, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics, 27(1):36-46, 2015. (in Chinese)
			paper \| pdf 0.97 MB \|

			Visual Analysis of Trajectory Data
			Zuchao Wang, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics, 27(1):9-25, 2015. (in Chinese)
			paper \| pdf 1.6MB \|

2014
			Advection-Based Sparse Data Management for Visualizing Unsteady Flow
			Hanqi Guo, Jiang Zhang, Richen Liu, Lu Liu, Xiaoru Yuan, Jian Huang, Xiangfei Meng, and Jingshan Pan. IEEE Transactions on Visualization and Computer Graphics (SciVis'14), 20(12):2555-2564, 2014.
			paper \| pdf 4.8 MB \|

			Visual Exploration of Sparse Traffic Trajectory Data
			Zuchao Wang, Tangzhi Ye, Min Lu, Xiaoru Yuan, Huamin Qu, Jacky Yuan, and Qianliang Wu. IEEE Transactions on Visualization and Computer Graphics (VAST'14), 20(12):1813-1822, 2014.
			paper \| pdf 1.5 MB \| video \| mpeg4 5.6 MB \|

			FLDA: Latent Dirichlet Allocation Based Unsteady Flow Analysis
			Fan Hong, Chufan Lai, Hanqi Guo, Enya Shen, Xiaoru Yuan, Sikun Li. IEEE Transactions on Visualization and Computer Graphics (SciVis'14), 20(12):2545-2554, 2014.
			paper \| pdf 4.5MB \|

			iVisDesigner: Expressive Interactive Design of Information Visualizations
			Donghao Ren, Tobias Hollerer, Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (InfoVis'14), 20(12):2092-2101, 2014.
			paper \| pdf 14.0MB \|

			Visual Analysis of Public Utility Service Problems in a Metropolis
			Jiawan Zhang, E Yanli, Jing Ma, Yahui Zhao, Binghan Xu, Liting Sun, Jinyan Chen, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (VAST'14), 20(12):1843-1852, 2014.
			paper \| pdf 2.3 MB \|

			OCEANS - Online Collaborative Explorative Analysis on Network Security
			Siming Chen, Cong Guo, Xiaoru Yuan, Fabian Merkle, Hanna Schaefer and Thomas Ertl. In Proceedings of the Eleventh Workshop on Visualization for Cyber Security (VizSec'14), Pages 1-8, Paris, France, Nov.10, 2014.
			paper \| pdf 1.9 MB \| video \| mpeg4 12 MB \|

			Scalable Lagrangian-based Attribute Space Projection for Multivariate Unsteady Flow Data
			Hanqi Guo, Fan Hong, Qingya Shu, Jiang Zhang, Jian Huang, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'14), pages 33-40, Yokohama, Japan, Mar. 4-7, 2014.
			paper \| pdf 1.6 MB \| video \| mpeg4 5.1 MB \|

			Seismic Structure Extraction Based on Multi-scale Sensitivity Analysis
			Richen Liu, Hanqi Guo, and Xiaoru Yuan. Journal of Visualization, 17(3):157-166, 2014. Springer.
			paper \| pdf 2.3MB \|

			Transfer Function Map
			Hanqi Guo, Wei Li, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'14), pages 262-266, (Notes Paper), Yokohama, Japan, Mar. 4-7, 2014.
			paper \| pdf 0.2 MB \|

			WeiboEvents: A Crowd Sourcing Weibo Visual Analytic System
			Donghao Ren, Xin Zhang, Zhenhuang Wang, Jing Li, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'14), pages 330-334, (Notes Paper), Yokohama, Japan, Mar. 4-7, 2014.
			paper \| pdf 5.3MB

			Urban Trajectory Timeline Visualization
			Zuchao Wang, and Xiaoru Yuan. Proceedings of 2014 International Conference on Big Data and Smart Computing (BIGCOMP) , pages 13-18. Bangkok, Thailand, Jan. 15-17, 2014.
			paper \| pdf 0.8 MB \|

			Visual Analysis of Uncertainty in Trajectories
			Lu Lu, Nan Cao, Siyuan Liu, Lionel Ni, Xiaoru Yuan, and Huamin Qu. In Proceedings of 2014 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) , pages 509-520. Tainan, Taiwan, May 13-16, 2014.
			paper \| pdf 1.5 MB \|

2013
			Dimension Projection-Matrix/Tree: Interactive Subspace Visual Exploration and Analysis of High Dimensional Data
			Xiaoru Yuan, Donghao Ren, Zuchao Wang, and Cong Guo. IEEE Transactions on Visualization and Computer Graphics (InfoVis'13), 19(12):2625-2633, 2013.
			paper \| pdf 8.7 MB \| video \| mpeg4 24.0 MB \|

			Coupled Ensemble Flow Line Advection and Analysis
			Hanqi Guo, Xiaoru Yuan, Jian Huang, and Xiaomin Zhu. IEEE Transactions on Visualization and Computer Graphics (SciVis'13), 19(12):2733-2742, 2013.
			paper \| pdf 3.0 MB \| video \| mpeg4 5 MB \|

			Visual Traffic Jam Analysis Based on Trajectory Data
			Zuchao Wang, Min Lu, Xiaoru Yuan, Junping Zhang, and Huub van de Wetering. IEEE Transactions on Visualization and Computer Graphics (VAST'13), 19(12):2159-2168, 2013.
			paper \| pdf 1.7 MB \| video \| mpeg4 18.3 MB \| additional video \| mpeg4 27.4 MB \| slides \| pdf 2.7 MB \|

			Local WYSIWYG Volume Visualization
			Hanqi Guo, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'13), pages 65-72, Sydney, NSW, Australia, Feb. 26-Mar. 1., 2013
			paper \| pdf 0.6 MB \| video \| mpeg4 8.2MB \|

			MLMD: Multi-Layered Visualization for Multi-Dimensional Data
			Bowen Yu, Richen Liu and Xiaoru Yuan. In Proceedings of Eurographics 2013 Short Papers, Leipzig, Germany, June 17 - June 21, 2013.
			paper \| pdf 4.81 MB \| video \| mpeg4 9.35 MB \|

			PIWI: Visually Exploring Graphs Based on Their Community Structure
			Jing Yang, Yujie Liu, Xin Zhang, Xiaoru Yuan, Ye Zhao, Scott Barlowe, and Shixia Liu. IEEE Transactions on Visualization and Computer Graphics, 19(6):1034-1047, 2013.
			paper \| pdf 3.3MB \|

			Design and Application of PKU Scientific Visualization System
			Hanqi Guo, and Xiaoru Yuan. In Proceedings of National Annual Conference on High Performance Computing (HPC China 2013), pages 551-558, Guilin, China, Oct. 27 - Oct. 31, 2013. (in Chinese)
			paper \| pdf 1.3 MB \|

			Volume Rendering Algorithm Based on Simplified Parallel Domain Traversal
			Jiang Zhang, Hanqi Guo, and Xiaoru Yuan. In Proceedings of National Annual Conference on High Performance Computing (HPC China 2013), pages 80-87, Guilin, China, Oct. 27 - Oct. 31, 2013. (in Chinese)
			paper \| pdf 1.1 MB \|

			Edge Bundling in Information Visualization
			Hong Zhou, Panpan Xu, Xiaoru Yuan, and Huamin Qu. Tsinghua Science and Technology, 2013. (Special Issue on Visualization and Computer Graphics), 18(2):145-156, 2013.
			paper \| pdf 1.05 MB \|

			Information Visualization and Visual Analytics: Challenges and Opportunities
			DAI Guozhong, CHEN Wei, HONG Wenxue, LIU Shixia, QU Huamin, YUAN Xiaoru, ZHANG Jiawan and ZHANG Kang. Scientia Sinica Informationis, 2013, 43(1): 178-184.
			paper \| pdf 0.33 MB \|

2012
			Intelligent Graph Layout Using Many People's Input
			Xiaoru Yuan, Limei Che, Yifan Hu, and Xin Zhang. IEEE Transactions on Visualization and Computer Graphics (InfoVis'12), 18(12):2699-2708, 2012.
			paper \| pdf 4.73MB \| video \| mpeg4 8.6 MB \|

			Scalable Multivariate Volume Visualization and Analysis based on Dimension Projection and Parallel Coordinates
			Hanqi Guo, He Xiao, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics, 18(9):1397-1410, 2012.
			paper \| pdf 860 KB \|

			Interference Microscopy Volume Illustration for Biomedical Data
			Hanqi Guo, Xiaoru Yuan, Jie Liu, Guihua Shan, Xuebin Chi, and Fei Sun. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'12), pages 177-184, Korea, Feb 28- March 2, 2012.
			paper \| pdf 0.97 MB \| video \| mpeg4 3.9 MB \|

			Human Identification Using Temporal Information Preserving Gait Template
			Chen Wang, Junping Zhang, Liang Wang, Jian Pu, and Xiaoru Yuan. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(11):2164-2176, 2012.
			paper \| pdf 2.01 MB \|

			Multi-operator Image Retargeting with Automatic Integration of Direct and Indirect Seam Carving
			Siqiang Luo, Junping Zhang, Qian Zhang, and Xiaoru Yuan. Image and Vision Computing, 30(9): 655-667, 2012. Elsevier.
			paper \| pdf 3.56 MB \|

			Treemap Visualization
			Xin Zhang, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics, 24(9):1113-1124, 2012. (in Chinese)
			paper \| pdf 2.17MB \|

			Transfer Functions for Volume Visualization: State-of-the-Art
			Hanqi Guo, and Xiaoru Yuan. Journal of Computer-Aided Design & Computer Graphics, 24(10):1249-1258, 2012. (in Chinese)
			paper \| pdf 5MB \|

2011
			WYSIWYG (What You See is What You Get) Volume Visualization.
			Hanqi Guo, Ningyu Mao, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics (Vis '11), 17(12):2106-2114, 2011.
			paper \| pdf 1.35MB \| video \| mpeg4 6.15M \|

			Multi-Dimensional Transfer Function Design based on Flexible Dimension Projection Embedded in Parallel Coordinates.
			Hanqi Guo, He Xiao, and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'11), pages 19-26,Hong Kong, March. 1-4, 2011.
			paper \| pdf 1.13 MB \| video \| mpeg4 4.93 MB \|

			TripVista: Triple Perspective Visual Trajectory Analytics and Its Application on Microscopic Traffic Data at a Road Intersection
			Hanqi Guo, Zuchao Wang, Bowen Yu Huijing Zhao and Xiaoru Yuan. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'11), pages 163-170, Hong Kong, March. 1-4, 2011.
			paper \| pdf 1.2 MB \| video \| mpeg4 6.3 MB \| slides \| pdf 1.9 MB \|

			Visualization Research Frontier and Prospect
			Xiaoru Yuan, Xin Zhang, He Xiao and Hanqi Guo. e-Science Technology & Application, 04: 5-15, 2011
			paper \| pdf 2.5 MB \|

2010
			Scalable Multi-variate Analytics of Seismic and Satellite-based Observational Data
			Xiaoru Yuan, He Xiao, Hanqi Guo, Peihong Guo, Wesley Kendall, Jian Huang, and Yongxian Zhang. IEEE Transactions on Visualization and Computer Graphics (Vis'10), 16(6):1413-1420, 2010.
			paper \| pdf 3.27 MB \|

			Chrono-Gait Image: A Novel Temporal Template for Gait Recognition
			Chen Wang, Junping Zhang, Jian Pu, Xiaoru Yuan and Liang Wang. The 11th European Conference on Computer Vision (ECCV 2010), Sept. 5-11, 2010.
			paper \| pdf 306.4KB \|

			Interactive Local Clustering Operations In Parallel Coordinates
			Peihong Guo, He Xiao, Zuchao Wang and Xiaoru Yuan. In Proceedings of the 3rd IEEE Pacific Visualization Symposium (PacificVis'10), March 2-5, 2010.
			paper \| pdf 0.52 MB \| video \| mp4 35.7 MB \| Software Download \|

2009
			Scattering Points in Parallel Coordinates
			Xiaoru Yuan, Peihong Guo, He Xiao, Hong Zhou, and Huamin Qu. IEEE Transactions on Visualization and Computer Graphics (InfoVis'09), 15(6):1001-1008, 2009. (Cover Image)
			paper \| pdf 0.79 MB\| video \| mp4 39.9 MB \| Software Download \|

			Interactive Visual Optimization and Analysis for RFID Benchmarking
			Yingcai Wu, Ka-Kei Chung, Huamin Qu, Xiaoru Yuan, and Shing-Chi Cheung. IEEE Transactions on Visualization and Computer Graphics (Vis'09), 15(6):1335-1342, 2009.
			paper \| pdf 0.90 MB \|

			Splatting the Lines in Parallel Coordinates
			Hong Zhou, Weiwei Cui, Huamin Qu, Yingcai Wu, Xiaoru Yuan, and Wei Zhuo. Computer Graphics Forum (EuroVis'09), 28(3):759-766, 2009.
			paper \| pdf 1.82 MB\|

			Interactive Super-resolution through Neighbor Embedding
			Jian Pu, Junping Zhang, Peihong Guo, and Xiaoru Yuan. In Proceedings of the 9th Asian Conference on Computer Vision (ACCV'09), Xi'an, Sept 23-27, 2009.
			paper \| pdf 2.03 MB\|

2008
			Visual Clustering in Parallel Coordinates
			Hong Zhou, Xiaoru Yuan, Huamin Qu, Cui Weiwei, and Baoquan Chen. Computer Graphics Forum (EuroVis'08), 27(3):1047-1054, 2008.
			paper \| pdf 2.56 MB \|


			Energy-Based Hierarchical Edge Clustering of Graphs
			Hong Zhou, Xiaoru Yuan, Huamin Qu, Cui Weiwei, and Baoquan Chen. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'08). Pages 55-62. Kyoto, Japan. March 3-5, 2008.
			paper \| pdf 2.73 MB\|


			A Novel Visualization System for Expressive Facial Motion Data Exploration
			Tanasai Sucontphunt, Xiaoru Yuan, Qing Li, and Zhigang Deng. In Proceedings of IEEE Pacific Visualization Symposium (PacificVis'08). Pages 103-110. Kyoto, Japan. March 3-5, 2008.
			paper \| pdf 1.06 MB\|

			An Efficient System for Creating Synthetic InSAR Images From Simulations
			Xiaoru Yuan, Yingchun Liu, D.A. Yuen, Baoquan Chen, Tomas Pergler and Yaolin Shi. Pure and Applied Geophysics. (PAGEOPH), 165(3/4):671-691, 2008. Birkhauser. (Cover Image)
			paper \| pdf 843.9KB\|

			Modeling and Visualization of Tsunamis
			Huai Zhang, Yaolin Shi, D.A. Yuen, Zhenzhen Yan, Xiaoru Yuan, and Chaofan Zhang. Pure and Applied Geophysics. (PAGEOPH). 165(3/4):475-496, 2008. Birkhauser.
			paper \| pdf 916 KB \|

			High Quality Texture Mapping and Rendering of Point-Models
			Xiaoru Yuan, Minh X. Nguyen and Baoquan Chen. Encyclopedia of Computer Science & Engineering. John Wiley & Sons. 2008.
			paper \| pdf MB\|

Before 2008

			Visualization of High Dynamic Range Data in Geosciences
			Xiaoru Yuan, Yingchun Liu, Baoquan Chen, David A. Yuen and Tomas Pergler. Physics of the Earth and Planetary Interiors (PEPI), 163:312-320, 2007. Elsevier. DOI
			paper \| pdf 2.3 MB \|


			HDR VolVis: High Dynamic Range Volume Visualization
			Xiaoru Yuan, Minh X. Nguyen, Baoquan Chen and David H. Porter. IEEE Transactions on Visualization and Computer Graphics, 12(4):433-455 July/August, 2006. (IEEE TVCG Featured Article)
			\| paper \| pdf 2.8 MB \| video \| http://www.dtc.umn.edu/~xyuan/HDRVis/ \|

			Perceptually Guided Rendering of Textured Point-based Models
			Lijun Qu, Xiaoru Yuan, Minh X. Nguyen, Gary Meyer and Baoquan Chen. In Proceeding of the 3rd IEEE/Eurographics Symposium on Point-Based Graphics (PBG06), Pages 95-102. Boston, MA, USA. July 29-30, 2006.
			\| paper \| pdf 6.9MB \|


			Integrating Mesh and Meshfree Methods for Physics-Based Fracture and Debris Cloud Simulation
			Nan Zhang, Xiangmin Zhou, Desong Sha, Xiaoru Yuan, Kumar K. Tamma, and Baoquan Chen. In Proceeding of the 3rd IEEE/Eurographics Symposium on Point-Based Graphics (PBG06), Pages 145-154. Boston, MA, USA. July 29-30, 2006.
			\| paper \| pdf 3.54MB \| video \| plate.mp4 \| vase.mp4 \|

			Procedural Image Processing for Visualization
			Xiaoru Yuan and Baoquan Chen. In Proceeding of the 2nd International Symposium on Visual Computing (ISVC). Lake Tahoe, Nevada. Nov 6-8, 2006. Lecture Notes in Computer Science (LNCS), Volume 4674, Pages 50-59. Springer-Verlag.
			\| paper \| pdf 3.7 MB \|


			High Dynamic Range Volume Visualization
			Xiaoru Yuan, Minh X. Nguyen, Baoquan Chen and David H. Porter. In Proceedings of the IEEE Conference on Visualization 2005 (VIS'05). pages 327-334 ,Minneapolis, MN, USA. Oct 23 - 28, 2005. (Best Application Paper Award) \| paper \| pdf 2.03MB \| video \| http://www.dtc.umn.edu/~xyuan/HDRVis/ \|


			Stippling and Silhouettes Rendering in Geometry-Image Space
			Xiaoru Yuan, Minh X. Nguyen, Nan Zhang and Baoquan Chen. In Proceedings of the Eurographics Symposium on Rendering (EGSR'05), pages 193-200. Konstanz, Germany. June 29-July 1, 2005. \| paper \| pdf 4.2MB \| video \| mpeg4 20.4MB \|


			Volume Cutout
			Xiaoru Yuan, Nan Zhang, Minh X. Nguyen and Baoquan Chen. The Visual Computer 21(8-10):745-754 (2005). (Special Issue of Pacific Graphics 2005). Springer-Verlag.
			\| paper \| Visual Computer Link \| pdf 5.4MB \| video \| mpeg4 15.3MB \|

			Geometry Completion and Detail Generation by Texture Synthesis
			Minh X. Nguyen, Xiaoru Yuan and Baoquan Chen. The Visual Computer 21(8-10):669-678 (2005). (Special Issue of Pacific Graphics 2005). Springer-Verlag.
			\| paper \| pdf 9.13MB \| video \| mpeg4 16.3MB \|

			Sketch-based Segmentation of Scanned Outdoor Environment Models
			Xiaoru Yuan, Hui Xu, Minh X. Nguyen, Amit Shesh and Baoquan Chen. In Proceeding of the 2nd Eurographics Workshop on Sketch-Based Interfaces and Modeling (SBM'05), pages 19-26.Trinity College Dublin, Ireland, August 28-29, 2005
			\| paper \| pdf 8.1MB \| video \|

			Illustrating Surfaces in Volume
			Xiaoru Yuan and Baoquan Chen. In Proceedings of Joint IEEE/EG Symposium on Visualization (VisSym'04), pages 9-16. Konstanz, Germany, May 19-21, 2004.
			\| paper \| pdf 5.6 MB \| video \| C60 avi 19.5MB \| hand avi 154MB \|

			Interactive Silhouette Rendering for Point-Based Models
			Hui Xu, Minh X. Nguyen, Xiaoru Yuan, Baoquan Chen. In Proceeding of the 1st Eurographics Symposium on Point-Based Graphics 2004, pages 13-18. ETH Zurich, Switzerland, June 2-4, 2004.
			\| paper \| pdf 2.92MB \| video \| mp4 17.4MB \|

			Hybrid Forward Resampling and Volume Rendering
			Xiaoru Yuan, Minh X. Nguyen, Hui Xu and Baoquan Chen. In Proceedings of the 2003 Eurographics/IEEE TVCG Workshop on Volume graphics (VG'03), pages 119-127. Tokyo, Japan, 7-8 June 2003.
			\| paper \| pdf 4.2MB \| video \| Aneurism avi 3.21MB \| Aneurism Zoom avi 14.9MB \|

			INSPIRE: An Interactive Image Assisted Non-Photorealistic Rendering System
			Minh X. Nguyen, Hui Xu, Xiaoru Yuan and Baoquan Chen. In Proceedings of the 11th Pacific Conference on Computer Graphics and Applications (PG'03), pages 472-477. Canmore, Canada, October 8-10 2003
			\| paper \| pdf 1.5MB \| longer version pdf 2.1MB \|