BRIEF CV

Yubo Tao is an associate Professor in State Key Lab of CAD&CG in College of Computer Science and Technology at Zhejiang University. He received his B.S. and Ph.D. degree in computer science and technology from Zhejiang University in China, in 2003 and 2009, respectively. From August 2010 to July 2012, he worked as a Research Fellow in Centre for Visualisation and Data Analytics (CVDA) at University of Bedfordshire. His research interests include scientific visualization, visual analytics and computational electromagnetics.

SELECTED PUBLICATIONS

• Depth-Box VDB: Accelerate Sparse Volume Rendering with Depths Maps through Voxel Database Keyue Xu, Jiapu Zhao, Yubo Tao Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2024), 2024
• Fast Reconstruction of Water-tight Surface Mesh of Neurons Yinzhao Wang, Yuan Li, Yubo Tao, Hai Lin, Jiarun Wang Journal of Visualization, 2024 [online]
• voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data Xiangyang He, Yubo Tao, Shuoliu Yang, Haoran Dai, Hai Lin IEEE Transactions on Visualization and Computer Graphics, vol.29, no.10, pp.4296–4311, 2023 [arxiv]
• InstantTrace: Face Parallel Neuron Tracing on GPUs Yuxuan Hou, Zhong Ren, Qiming Hou, Yubo Tao, Yankai Jiang, Wei Chen The Visual Computer, vol.39, pp.3783-3796, 2023 [online]
• Interactive Similar Patient Retrieval for Visual Summary of Patient Outcomes Huan Liu, Haoran Dai, Juntian Chen, Jin Xu, Yubo Tao, Hai Lin Journal of Visualization, vol.26, no.3, pp.577–592, 2023 [online]
• MeshFormer: High-resolution Mesh Segmentation based on Heterogeneous Directed Graph Yuan Li, Xiangyang He, Yankai Jiang, Huan Liu, Yubo Tao, Hai Lin Computer Graphics Forum (Pacific Graphics 2022), vol.41, no.7, pp.37–49, 2022 [online]
• CephalFormer: Incorporating Global Structure Constraint into Visual Features for General Cephalometric Landmark Detection Yankai Jiang, Yiming Li, Xinyue Wang, Yubo Tao, Jun Lin, Hai Lin Medical Image Computing and Computer Assisted Interventions (MICCAI), pp.227-237, 2022
• SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image Yankai Jiang, Ke Xu, Xinyue Wang, Yuan Li, Hongguang Cui, Yubo Tao, Hai Lin International Joint Conference on Artificial Intelligence (IJCAI), pp.987-994, 2022
• Graph Convolutional Network-based Semi-supervised Feature Classification of Volumes Xiangyang He, Shuoliu Yang, Yubo Tao, Haoran Dai, Hai Lin Journal of Visualization, vol.25, no.2, pp.379–393, 2022 [online]
• ScalarGCN: Scalar-value Association Analysis of Volumes based on Graph Convolutional Network Xiangyang He, Yubo Tao, Shuoliu Yang, Chuanchang Chen, Hai Lin Journal of Visualization, vol.25, no.1, pp.77–93, 2022 [online]
• ALA-Net: Adaptive Lesion-Aware Attention Network for 3D Colorectal Tumor Segmentation Yankai Jiang, Shufeng Xu, Hongjie Fan, Jiahong Qian, Weizhi Luo, Shihui Zhen, Yubo Tao, Jihong Sun, Hai Lin IEEE Transactions on Medical Imaging, vol.40, no.12, pp.3627-3640, 2021
• DeepNFT: Towards Precise Neurofibrillary Tangle Detection via Improving Multi-scale Feature Fusion and Adversary Yankai Jiang, Lei Zhang, Yiming Li, Xiangyang He, Hanxiao Huang, Keqing Zhu, Yubo Tao, Hai Lin IEEE International Conference on Bioinformatics and Biomedicine 2021 (IEEE BIBM 2021), pp.412-417, 2021
• IsoExplorer: An Isosurface-driven Framework for 3D Shape Analysis of Biomedical Volume Data Haoran Dai, Yubo Tao, Xiangyang He, Hai Lin Journal of Visualization, vol.24, no.6, pp.1253-1266, 2021 [online]
• Visual Exploration of Software Evolution via Topic Modeling Huan Liu, Yubo Tao, Yining Qiu, Wenda Huang, Hai Lin Journal of Visualization, vol.24, no.4, pp.827–844, 2021 [online]
• LRVRG: A Local Region based Variational Region Growing Algorithm for Fast Mandible Segmentation from CBCT Images Yankai Jiang, Jiahong Qian, Shijuan Lu, Yubo Tao, Jun Lin, Hai Lin Oral Radiology, vol.37, no.4, pp.631-640, 2021
• Visual Exploration of Dependency Graph in Source Code via Embedding-based Similarity Huan Liu, Yubo Tao, Wenda Huang, Hai Lin Journal of Visualization, vol.24, no.3, pp.565-581, 2021 [online]
• An Automatic Tooth Reconstruction Method based on Multimodal Data Jiahong Qian, Shijuan Lu, Yuan Gao, Yubo Tao, Jun Lin, Hai Lin Journal of Visualization, vol.24, no.1, pp.205-221, 2021 [online]
• Visual Analytics of Urban Transportation from a Bike-sharing and Taxi Perspective Haoran Dai, Yubo Tao, Hai Lin Journal of Visualization, vol.23, no.6, pp.1053-1070, 2020 [online]
• Time-varying Volume Visualization: A Survey Zhihui Bai, Yubo Tao, Hai Lin Journal of Visualization, vol.23, no.5, pp.745-761, 2020 [online]
• CephaNN: A Multi-head Attention Network for Cephalometric Landmark Detection Jiahong Qian, Weizhi Luo, Ming Cheng, Yubo Tao, Jun Lin, Hai Lin IEEE Access, 8:112633-112641, 2020 [online]
• Deep Learning for Accurate Diagnosis of Liver Tumor Based on Magnetic Resonance Imaging and Clinical Data Shi-hui Zhen, Ming Cheng, Yubo Tao, Yi-fan Wang, Sarun Juengpanich, Zhi-yu Jiang, Yan-kai Jiang, Yu-yu Yan, Wei Lu, Jie-min Lue, Jia-hong Qian, Zhong-yu Wu, Ji-hong Sun, Hai Lin, Xiu-jun Cai Frontiers in Oncology, 10:680, 2020 [online]
• Quantitative Assessment of Hippocampal Tau Pathology in AD and PART Lei Zhang, Yankai Jiang, Jie Zhu, Huazheng Liang, Xiangyang He, Jiahong Qian, Hai Lin, Yubo Tao, Keqing Zhu Journal of Molecular Neuroscience, vol.70, no.11, pp.1807-1811, 2020 [online]
• Exploring Evolution of Dynamic Networks via Diachronic Node Embeddings Jin Xu, Yubo Tao, Yuyu Yan, Hai Lin IEEE Transactions on Visualization and Computer Graphics, vol.26, no.7, pp.2387-2402, 2020 [pdf]
• Voxer: A Platform for Creating, Customizing, and Sharing Scientific Visualizations Weimin Yang, Yubo Tao, Hai Lin Journal of Visualization, vol.22, no.6, pp.1161-1176, 2019 [online]
• FeatureFlow: Exploring Feature Evolution for Time-varying Volume Data Zhihui Bai, Yubo Tao, Hai Lin Journal of Visualization, vol.22, no.5, pp.927-940, 2019 [online]
• Multivariate Spatial Data Visualization: A Survey Xiangyang He, Yubo Tao, Qirui Wang, Hai Lin Journal of Visualization, vol.22, no.5, pp.897-912, 2019 [online] [arxiv]
• CNNs based Viewpoint Estimation for Volume Visualization Neng Shi, Yubo Tao ACM Transactions on Intelligent Systems and Technology, vol. 10, no. 3, No. 27, 2019 [arxiv]
• An Interactive Visual Analytics System for Incremental Classification Based on Semi-supervised Topic Modeling Yuyu Yan, Yubo Tao, Sichen Jin, Jin Xu, Hai Lin Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2019), pages 148-157, 2019 [pdf]
• Visual Analytics of Taxi Trajectory Data via Topical Sub-trajectories Sichen Jin, Yubo Tao, Yuyu Yan, Jin Xu, Hai Lin Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2019), pages 174-178, 2019 (Notes) [pdf]
• A Co-analysis Framework for Exploring Multivariate Scientific Data Xiangyang He, Yubo Tao, Qirui Wang, Hai Lin Visual Informatics, vol.2, no.4, pp.254-263, 2018 [online]
• Biclusters Based Visual Exploration of Multivariate Scientific Data Xiangyang He, Yubo Tao, Qirui Wang, Hai Lin Proceedings of IEEE Scientific Visualization Conference (SciVis), pages 40-45, 2018 [pdf]
• Visual Exploration and Comparison of Word Embeddings Juntian Chen, Yubo Tao, Hai Lin Journal of Visual Languages and Computing, vol.48, pp.178-186, 2018 [online]
• A Novel Robust Color Gradient Estimator for Photographic Volume Visualization Bin Zhang, Zhiguang Zhou, Yubo Tao, Hai Lin Journal of Visualization, vol.21, no.4, pp.637-647, 2018 [online]
• Visual Analytics of Bike-sharing Data based on Tensor Factorization Yuyu Yan, Yubo Tao, Jin Xu, Shuilin Ren, Hai Lin Journal of Visualization, vol.21, no.3, pp.495-509, 2018 [online]
• VAUT: A Visual Analytics System of Spatiotemporal Urban Topics in Reviews Jin Xu, Yubo Tao, Yuyu Yan, Hai Lin Journal of Visualization, vol.21, no.3, pp.471-484, 2018 [online]
• FeatureNet: Automatic Visual Summarization of Major Features in Multivariate Volume Data Qirui Wang, Yubo Tao, Hai Lin Journal of Visualization, vol.21, no.3, pp.443–455, 2018 [online]
• Visual Analytics of Economic Features for Multivariate Spatio-temporal GDP Data Zhiguang Zhou, Huihui Li, Fang Liu, Yanan Liu, Chaogeng Huang, Yubo Tao, Hai Lin, Weihua Su Journal of Visualization, vol.21, no.2, pp.337-350, 2018 [online]
• Visual Analytics for Spatial Clusters of Air-Quality Data Zhiguang Zhou, Zhifei Ye, Yanan Liu, Fang Liu, Yubo Tao, Weihua Su IEEE Computer Graphics and Applications, vol.37, no.5, pp.98-105, 2017
• Exploring Controversy via Sentiment Divergences of Aspects in Reviews Jin Xu, Yubo Tao, Hai Lin, Rongjie Zhu, Yuyu Yan Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2017), pages 240-249, 2017 [pdf]
• Similarity Voting based Viewpoint Selection for Volumes Yubo Tao, Qirui Wang, Wei Chen, Yingcai Wu, Hai Lin Computer Graphics Forum (Proc. EuroVis 2016), vol.35, no.3, pp.391-400, 2016 [pdf]
• Semantic Word Cloud Generation Based on Word Embeddings Jin Xu, Yubo Tao, Hai Lin Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2016), pages 239-243, 2016 (Notes) [pdf]
• Visual Inspection of Multivariate Volume Data based on Multi-class Noise Sampling Zhiyu Ding, Ziang Ding, Weifeng Chen, Haidong Chen, Yubo Tao, Xin Li, Wei Chen The Visual Computer, vol.32, no.4, pp.465-478, 2016
• Topology Aware View Path Design for Time-varying Volume Data Zhihui Bai, Ruifei Yang, Zhiguang Zhou, Yubo Tao, Hai Lin Journal of Visualization, vol.19, no.4, pp.797-809, 2016 [online]
• EasyXplorer: A Flexible Visual Exploration Approach for Multivariate Spatial Data Feiran Wu, Guoning Chen, Jin Huang, Yubo Tao, Wei Chen Computer Graphics Forum (Proc. PG 2015), vol.34, no.7, pp.163-172, 2015
• Edge-aware Volume Smoothing Using L0 Gradient Minimization Qichao Wang, Yubo Tao, Hai Lin Computer Graphics Forum (Proc. EuroVis 2015), vol.34, no.3, pp.131-140, 2015 [pdf] [code]
• Intuitive Transfer Function Design for Photographic Volumes Bing Zhang, Yubo Tao, Hai Lin, Feng Dong, Gordon Clapworthy Journal of Visualization, vol.18, no.4, pp.571-580, 2015 [pdf]
• Surface Carving-based Automatic Volume Data Reduction Qichao Wang, Yubo Tao, Hai Lin The Visual Computer, vol.31, no.11, pp.1459-1470, 2015 [pdf]
• Occlusion-free Feature Exploration for Volume Visualization Zhiguang Zhou, Yubo Tao, Hai Lin, Feng Dong, Gordon Clapworthy Multimedia Tools and Applications, vol.74, no.3, pp.10243-10258, 2015
• Efficient Quadratic Reconstruction and Visualization of Tetrahedral Volume Datasets Xin Li, Weifeng Chen, Yubo Tao, Zhiyu Ding Journal of Visualization, vol.17, no.3, pp.167-179, 2014
• Enhancing Bayesian Estimators for Removing Camera Shake Chao Wang, Yue Yong, Feng Dong, Yubo Tao, Xiangyin Ma, Gordon Clapworthy, Xujiong Ye Computer Graphics Forum, vol.32, no.6, pp.113-125, 2013
• Opacity Volume based Halo Generation and Depth-Dependent Halos Yubo Tao, Chao Wang, Hai Lin, Feng Dong, Gordon Clapworthy The Visual Computer, vol.29, no.4, pp.287-296, 2013 [pdf]
• Nonedge-Specific Adaptive Scheme for Highly Robust Blind Motion Deblurring of Natural Images Chao Wang, Yue Yong, Feng Dong, Yubo Tao, Xiangyin Ma, Gordon Clapworthy, Hai Lin, Xujiong Ye IEEE Transactions on Image Processing, vol. 22, no.3, pp.884-897, 2013 [pdf]
• Patient-Specific Fibre-based Models of Muscle Wrapping Josef Kohout, Gordon Clapworthy, Youbing Zhao, Yubo Tao, Gerardo Gonzalez-Garcia, Feng Dong, Hui Wei, Eva Kohoutová Interface Focus, vol.3, no.2, 20120062, 2013
• Parallel Shooting and Bouncing Ray Method on GPU Clusters for Analysis of Electromagnetic Scattering Pengcheng Gao, Yubo Tao, Hai Lin Progress In Electromagnetics Research, vol. 137, pp.87-99, 2013 [pdf]
• Structure-Aware Lighting Design for Volume Visualization Yubo Tao, Hai Lin, Feng Dong, Chao Wang, Gordon Clapworthy, Hujun Bao IEEE Transactions on Visualization and Computer Graphics (Proc. IEEE Scientific Visualization 2012), vol. 18, no. 12, pp.2372-2381, 2012 [pdf]
• Mapping the SBR and TW-ILDCs to Heterogeneous CPU-GPU Architecture for Fast Computation of Electromagnetic Scattering Pengcheng Gao, Yubo Tao, Zhihui Bai, Hai Lin Progress In Electromagnetics Research, vol. 122, pp.137-154, 2012 [pdf]
• Adaptive Aperture Partition in Shooting and Bouncing Ray Method Yubo Tao, Hai Lin, Hujun Bao IEEE Transactions on Antennas and Propagation, vol. 59, no. 9, pp. 3347-3357, 2011 [pdf]
• Shape-Enhanced Maximum Intensity Projection Zhiguang Zhou, Yubo Tao, Hai Lin, Feng Dong, Gordon Clapworthy The Visual Computer (Proceedings of CGI 2011), vol. 27, no. 6-8, pp. 677-686, 2011 [pdf]
• Fast RCS Prediction Using Multiresolution Shooting and Bouncing Ray Method on the GPU Pengcheng Gao, Yubo Tao, Hai Lin Progress In Electromagnetics Research, vol. 107, pp.187-202, 2010 [pdf]
• GPU-based Shooting and Bouncing Ray Method for Fast RCS Prediction Yubo Tao, Hai Lin, Hujun Bao IEEE Transactions on Antennas and Propagation, vol. 58, no. 2, pp. 494-502, 2010 [pdf]
• Feature Enhancement by Volumetric Unsharp Masking Yubo Tao, Hai Lin, Hujun Bao, Feng Dong, Gordon Clapworthy The Visual Computer (Proceedings of CGI 2009), vol. 25, no. 5-7, pp. 581-588, 2009 [pdf]
• Electromagnetic Scattering Characteristics of PEC Targets in the Terahertz Regime Zhuo Li, Tiejun Cui, Xingjian Zhong, Yubo Tao, Hai Lin IEEE Antennas and Propagation Magazine, vol. 51, no. 1, pp. 39-50, 2009
• From CPU to GPU: GPU-based Electromagnetic Computing (GPUECO) Yubo Tao, Hai Lin, Hujun Bao Progress In Electromagnetics Research, vol. 81, pp.1-19, 2008 [pdf]
• Kd-Tree based Fast Ray Tracing for RCS Prediction Yubo Tao, Hai Lin, Hujun Bao Progress In Electromagnetics Research, vol. 81, pp. 329-341, 2008 [pdf]
• Terahertz-wave Scattering by Perfectly Electrical Conduction Objects Xingjian Zhong, Tiejun Cui, Zhuo Li, Yubo Tao, Hai Lin Journal of Electromagnetic Waves and Applications, vol. 21, no. 15, pp. 2331-2340, 2007