PKU Scientific Visualization System - Publications


Jiang Zhang, Changhe Yang, Yanda Li, Li Chen and Xiaoru Yuan.
LBVis: Interactive Dynamic Load Balancing Visualization in Parallel Particle Tracing.
PacificVis Notes 2020, Accepted.
| DOI | PDF |

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

Can Liu, Yanda Li, Changehe Yang, and Xiaoru Yuan.
Event-Based Exploration and Comparison on Time-Varying Ensembles.
Journal of Visualization, Accepted.
| DOI | PDF (2.1MB) |

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

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

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

Jiang Zhang, Hanqi Guo, Fan Hong, Xiaoru Yuan, and Tom Peterka.
Dynamic Load Balancing Based on Constrained K-D Tree Decomposition for Parallel Particle Tracing.
IEEE Transactions on Visualization and Computer Graphics (SciVis’17), 24(1):954-963, 2018.
| DOI | PDF (2.2MB) | MPEG4 (5.9MB) |

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

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

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

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

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

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

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

Da Yuan, Richen Liu, and Xiaoru Yuan.
Seismic Visualization.
Journal of Computer-Aided Design & Computer Graphics, 27(1):36-46, 2015. (In Chinese).
| DOI | PDF (1.0 MB) |

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

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

Qingya Shu, Hanqi Guo, Limei Che, Weicong Lyu, Xiaoru Yuan
EnsembleGraph: Visualizing Variation for Ensemble Simulation Exploration
SciVis 2014 Poster (SciVis Honorable Mention Award)
| VIDEO | PDF |

Hanqi Guo, Fan Hong, Qingya Shu, Jiang Zhang, Jian Huang, and Xiaoru Yuan
Scalable Lagrangian-based Attribute Space Projection for Multivariate Unsteady Flow Data.
Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2014), pages 33-40, Yokohama, Japan, Mar. 4-7, 2014.
| DOI | PDF (1.6 MB) | MPEG4 (5.1 MB) |

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

Hanqi Guo, Xiaoru Yuan, Jian Huang, and Xiaomin Zhu
Coupled Ensemble Flow Line Advection and Analysis.
IEEE Transactions on Visualization and Computer Graphics, 19(12): 2733-2742, 2013.
| DOI | PDF (3.0MB) | MPEG4 (5.0MB) |

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

Hanqi Guo, Ningyu Mao, and Xiaoru Yuan
WYSIWYG (What You See is What You Get) Volume Visualization.
IEEE Transactions on Visualization and Computer Graphics, 17(12):2106-2114, 2011.
| DOI | PDF (1.35 MB) | MPEG4 (6.15 MB) |

Xiaoru Yuan, He Xiao, Hanqi Guo, Peihong Guo, Wesley Kendall, Jian Huang, and Yongxian Zhang
Scalable Multi-variate Analytics of Seismic and Satellite-based Observational Data.
IEEE Transactions on Visualization and Computer Graphics, 16(3):1413-1420, 2010.
| DOI | PDF (3.27MB) |

Hanqi Guo, and Xiaoru Yuan
Local WYSIWYG Volume Visualization.
In Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2013), pages 65-72, Sydney, NSW, Australia, Feb. 28-Mar.1, 2013.
| DOI | PDF (0.6MB) | MPEG4 (8.2MB) |

Hanqi Guo, Xiaoru Yuan, Jie Liu, Guihua Shan, Xuebin Chi, and Fei Sun
Interference Microscopy Volume Illustration for Biomedical Data.
In Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2012), pages 177-184, Songdo, Korea, Feb. 28-Mar. 2, 2012.
| DOI | PDF (0.97MB) | MPEG4 (3.9MB) |

Hanqi Guo, He Xiao, and Xiaoru Yuan
Multi-Dimensional Transfer Function Design based on Flexible Dimension Projection Embedded in Parallel Coordinates.
In Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2011), pages 19-26, Hong Kong, March 1-4, 2011.
| DOI | PDF (1.13 MB) | MPEG4 (4.93 MB) |