Yubo Tao
- Email:
- taoyubo[at]cad.zju.edu.cn
- Office:
- Room 426, Building of Library Information Center, ZijinGang Campus, Zhejiang University
- Address:
- State Key Lab of CAD&CG, Zijingang Campus, Zhejiang University, Hangzhou, 310058, P.R.China
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 Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2024), 2024
- Fast Reconstruction of Water-tight Surface Mesh of Neurons Journal of Visualization, 2024 [online]
- voxel2vec: A Natural Language Processing Approach to Learning Distributed Representations for Scientific Data IEEE Transactions on Visualization and Computer Graphics, vol.29, no.10, pp.4296–4311, 2023 [arxiv]
- InstantTrace: Face Parallel Neuron Tracing on GPUs The Visual Computer, vol.39, pp.3783-3796, 2023 [online]
- Interactive Similar Patient Retrieval for Visual Summary of Patient Outcomes Journal of Visualization, vol.26, no.3, pp.577–592, 2023 [online]
- MeshFormer: High-resolution Mesh Segmentation based on Heterogeneous Directed Graph 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 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 International Joint Conference on Artificial Intelligence (IJCAI), pp.987-994, 2022
- Graph Convolutional Network-based Semi-supervised Feature Classification of Volumes Journal of Visualization, vol.25, no.2, pp.379–393, 2022 [online]
- ScalarGCN: Scalar-value Association Analysis of Volumes based on Graph Convolutional Network Journal of Visualization, vol.25, no.1, pp.77–93, 2022 [online]
- ALA-Net: Adaptive Lesion-Aware Attention Network for 3D Colorectal Tumor Segmentation 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 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 Journal of Visualization, vol.24, no.6, pp.1253-1266, 2021 [online]
- Visual Exploration of Software Evolution via Topic Modeling 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 Oral Radiology, vol.37, no.4, pp.631-640, 2021
- Visual Exploration of Dependency Graph in Source Code via Embedding-based Similarity Journal of Visualization, vol.24, no.3, pp.565-581, 2021 [online]
- An Automatic Tooth Reconstruction Method based on Multimodal Data Journal of Visualization, vol.24, no.1, pp.205-221, 2021 [online]
- Visual Analytics of Urban Transportation from a Bike-sharing and Taxi Perspective Journal of Visualization, vol.23, no.6, pp.1053-1070, 2020 [online]
- Time-varying Volume Visualization: A Survey Journal of Visualization, vol.23, no.5, pp.745-761, 2020 [online]
- CephaNN: A Multi-head Attention Network for Cephalometric Landmark Detection IEEE Access, 8:112633-112641, 2020 [online]
- Deep Learning for Accurate Diagnosis of Liver Tumor Based on Magnetic Resonance Imaging and Clinical Data Frontiers in Oncology, 10:680, 2020 [online]
- Quantitative Assessment of Hippocampal Tau Pathology in AD and PART Journal of Molecular Neuroscience, vol.70, no.11, pp.1807-1811, 2020 [online]
- Exploring Evolution of Dynamic Networks via Diachronic Node Embeddings 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 Journal of Visualization, vol.22, no.6, pp.1161-1176, 2019 [online]
- FeatureFlow: Exploring Feature Evolution for Time-varying Volume Data Journal of Visualization, vol.22, no.5, pp.927-940, 2019 [online]
- Multivariate Spatial Data Visualization: A Survey Journal of Visualization, vol.22, no.5, pp.897-912, 2019 [online] [arxiv]
- CNNs based Viewpoint Estimation for Volume Visualization 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 Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2019), pages 148-157, 2019 [pdf]
- Visual Analytics of Taxi Trajectory Data via Topical Sub-trajectories Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2019), pages 174-178, 2019 (Notes) [pdf]
- A Co-analysis Framework for Exploring Multivariate Scientific Data Visual Informatics, vol.2, no.4, pp.254-263, 2018 [online]
- Biclusters Based Visual Exploration of Multivariate Scientific Data Proceedings of IEEE Scientific Visualization Conference (SciVis), pages 40-45, 2018 [pdf]
- Visual Exploration and Comparison of Word Embeddings Journal of Visual Languages and Computing, vol.48, pp.178-186, 2018 [online]
- A Novel Robust Color Gradient Estimator for Photographic Volume Visualization Journal of Visualization, vol.21, no.4, pp.637-647, 2018 [online]
- Visual Analytics of Bike-sharing Data based on Tensor Factorization Journal of Visualization, vol.21, no.3, pp.495-509, 2018 [online]
- VAUT: A Visual Analytics System of Spatiotemporal Urban Topics in Reviews Journal of Visualization, vol.21, no.3, pp.471-484, 2018 [online]
- FeatureNet: Automatic Visual Summarization of Major Features in Multivariate Volume Data Journal of Visualization, vol.21, no.3, pp.443–455, 2018 [online]
- Visual Analytics of Economic Features for Multivariate Spatio-temporal GDP Data Journal of Visualization, vol.21, no.2, pp.337-350, 2018 [online]
- Visual Analytics for Spatial Clusters of Air-Quality Data IEEE Computer Graphics and Applications, vol.37, no.5, pp.98-105, 2017
- Exploring Controversy via Sentiment Divergences of Aspects in Reviews Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2017), pages 240-249, 2017 [pdf]
- Similarity Voting based Viewpoint Selection for Volumes Computer Graphics Forum (Proc. EuroVis 2016), vol.35, no.3, pp.391-400, 2016 [pdf]
- Semantic Word Cloud Generation Based on Word Embeddings 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 The Visual Computer, vol.32, no.4, pp.465-478, 2016
- Topology Aware View Path Design for Time-varying Volume Data Journal of Visualization, vol.19, no.4, pp.797-809, 2016 [online]
- EasyXplorer: A Flexible Visual Exploration Approach for Multivariate Spatial Data Computer Graphics Forum (Proc. PG 2015), vol.34, no.7, pp.163-172, 2015
- Edge-aware Volume Smoothing Using L0 Gradient Minimization Computer Graphics Forum (Proc. EuroVis 2015), vol.34, no.3, pp.131-140, 2015 [pdf] [code]
- Intuitive Transfer Function Design for Photographic Volumes Journal of Visualization, vol.18, no.4, pp.571-580, 2015 [pdf]
- Surface Carving-based Automatic Volume Data Reduction The Visual Computer, vol.31, no.11, pp.1459-1470, 2015 [pdf]
- Occlusion-free Feature Exploration for Volume Visualization Multimedia Tools and Applications, vol.74, no.3, pp.10243-10258, 2015
- Efficient Quadratic Reconstruction and Visualization of Tetrahedral Volume Datasets Journal of Visualization, vol.17, no.3, pp.167-179, 2014
- Enhancing Bayesian Estimators for Removing Camera Shake Computer Graphics Forum, vol.32, no.6, pp.113-125, 2013
- Opacity Volume based Halo Generation and Depth-Dependent Halos 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 IEEE Transactions on Image Processing, vol. 22, no.3, pp.884-897, 2013 [pdf]
- Patient-Specific Fibre-based Models of Muscle Wrapping Interface Focus, vol.3, no.2, 20120062, 2013
- Parallel Shooting and Bouncing Ray Method on GPU Clusters for Analysis of Electromagnetic Scattering Progress In Electromagnetics Research, vol. 137, pp.87-99, 2013 [pdf]
- Structure-Aware Lighting Design for Volume Visualization 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 Progress In Electromagnetics Research, vol. 122, pp.137-154, 2012 [pdf]
- Adaptive Aperture Partition in Shooting and Bouncing Ray Method IEEE Transactions on Antennas and Propagation, vol. 59, no. 9, pp. 3347-3357, 2011 [pdf]
- Shape-Enhanced Maximum Intensity Projection 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 Progress In Electromagnetics Research, vol. 107, pp.187-202, 2010 [pdf]
- GPU-based Shooting and Bouncing Ray Method for Fast RCS Prediction IEEE Transactions on Antennas and Propagation, vol. 58, no. 2, pp. 494-502, 2010 [pdf]
- Feature Enhancement by Volumetric Unsharp Masking 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 IEEE Antennas and Propagation Magazine, vol. 51, no. 1, pp. 39-50, 2009
- From CPU to GPU: GPU-based Electromagnetic Computing (GPUECO) Progress In Electromagnetics Research, vol. 81, pp.1-19, 2008 [pdf]
- Kd-Tree based Fast Ray Tracing for RCS Prediction Progress In Electromagnetics Research, vol. 81, pp. 329-341, 2008 [pdf]
- Terahertz-wave Scattering by Perfectly Electrical Conduction Objects Journal of Electromagnetic Waves and Applications, vol. 21, no. 15, pp. 2331-2340, 2007