Bin WANG-School of Software, Tsinghua University

Faculty

Name: Bin WANG

Title: Associate Professor

Email: wangbinsATtsinghua.edu.cn

Research Fields: Computer Graphics

Homepage: https://binwangthss.github.io/

Education background

Ph.D. Department of Computer Science, Tsinghua University, China (1999 to 2004)

B.Eng. Department of Computer Science, Tsinghua University, China (1996 to 1999)

B.Sc. Department of Chemistry, Tsinghua University, China (1994 to 1999)

Experience

School of Software, Tsinghua University, China. (From May 2006 )

PostDoc at ISA/ALICE Research Group, INRIA-LORIA, France. (2004 to 2006)

Research Assistant at Department of Computer Science, University of Hong Kong, Hong Kong. (2001 to 2003)

Academic Achievement

Selected Publications:

Fangyuan Zhang, Tianxiang Pan, Bin Wang. Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training. AAAI 2022, accepted.

Baiqiang Leng, Jingwei Huang, Guanlin Shen, Bin Wang. Shape Embedding and Retrieval in Multi-Flow Deformation. CVM 2022, accepted.

Dong Xiao, Siyou Lin, Zuoqiang Shi, Bin Wang. Learning modified indicator functions for surface reconstruction. Computers & Graphics，In Press, Corrected Proof, Available online 28 October 2021，DOI:10.1016/j.cag.2021.10.017.

Lihui Qian, Tianxiang Pan, Yunfei Zheng, Jiajie Zhang, Mading Li, Bing Yu, Bin Wang. No-Reference Non-Uniform Distorted Video Quality Assessment Based on Deep Multiple Instance Learning. IEEE MultiMedia, 2021, January-March, 28-37.

Cheng Lin, Lingjie Liu, Changjian Li, Leif Kobbelt, Bin Wang, Shiqing Xin, Wenping Wang. SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform. IEEE Transactions on Visualization and Computer Graphics, October 2020, doi: 10.1109/TVCG.2020.3032566.

Baorong Yang, Junfeng Yao, Bin Wang, Jianwei Hu, Yiling Pan, Tianxiang Pan, Wenping Wang, Xiaohu Guo. P2MAT-NET: Learning medial axis transform from sparse point Clouds. Computer-Aided Geometric Design, Volume 80, June 2020, 101874: 1-13.

Jianwei Hu, Bin Wang, Lihui Qian, Yiling Pan, Xiaohu Guo, Lingjie Liu, Wenping Wang. MAT-Net: Medial Axis Transform Network for 3D Object Recognition. IJCAI 2019, 774-781.

Tianxiang Pan, Bin Wang, Guiguang Ding, Jungong Han, Junhai Yong. Low Shot Box Correction for Weakly Supervised Object Detection. IJCAI 2019, 890-896.

Yiling Pan, Bin Wang, Xiaohu Guo, Hua Zeng, Yuexin Ma, Wenping Wang. Q-MAT+: An error-controllable and feature-sensitive simplification algorithm for medial axis transform. Computer-Aided Geometric Design, 2019, 71, 16-29.

Shixia Liu, Changjian Chen, Yafeng Lu, Fangxin Ouyang, and Bin Wang. An Interactive Method to Improve Crowdsourced Annotations. IEEE Transactions on Visualization and Computer Graphics. 2019, 25(1): 235-245.

Wenjia Lu, Zuoqiang Shi, Jian Sun and Bin Wang. Surface Reconstruction Based on Modified Gauss Formula. ACM Transactions on Graphics. 2018, 38(1): 2.

Chaokun Wang, Changping Wang, Zheng Wang, Xiaojun Ye, Jeffrey Xu Yu and Bin Wang. DeepDirect: Learning Directions of Social Ties with Edge-based Deep Network Embedding. IEEE Transactions on Knowledge and Data Engineering. 2018.

Huarong Chen, Bin Wang, Tianxiang Pan, Liwang Zhou and Hua Zeng. CropNet: Real-Time Thumbnailing. ACM Multimedia Conference. 2018, 81-89.

Tianxiang Pan, Bin Wang, Guiguang Ding, and Junhai Yong. Shadow Detection Using Robust Texture Learning. BMVC 2018, 0404:1-0404:11.

Yuchen Guo, Guiguang Ding, Jungong Han, Sicheng Zhao, and Bin Wang. Implicit Non-linear Similarity Scoring for Recognizing Unseen Classes. IJCAI 2018, 4898-4904.

Jing Zhong, Guiguang Ding, Yuchen Guo, Jungong Han, and Bin Wang. Where to Prune: Using LSTM to Guide End-to-end Pruning. IJCAI 2018, 3205-3211.

Tianxiang Pan, Bin Wang, Guiguang Ding, Jun-Hai Yong. Fully Convolutional Neural Networks with Full-scale-features for Semantic Segmentation. AAAI 2017, 4240-4246.

Hui Zhang, Weikai Chen, Bin Wang, Wenping Wang. By Example Synthesis of Three-Dimensional Porous Materials. Computer-Aided Geometric Design, 2017, 52(C), 285-296.

Jingwei Huang, Huarong Chen, Bin Wang, Stephen Lin. Automatic Thumbnail Generation Based on Visual Representativeness and Foreground Recognizability. ICCV 2015, 253-261.

Jingwei Huang, Bin Wang, Wenping Wang, Pradeep Sen. A Surface Approximation Method for Image and Video Correspondences. IEEE Transactions on Image Processing, 2015, 24(12), 5100-5113.

Pan Li, Bin Wang, Feng Sun, Xiaohu Guo, Caiming Zhang, and Wenping Wang. Q-MAT: Computing Medial Axis Transform by Quadratic Error Minimization. ACM Transactions on Graphics 35, 1, Article 8 (December 2015), 16 pages.

Wenzhuo Xu, Bin Wang, Dong-Ming Yan. Wall grid structure for interior scene synthesis, Computers & Graphics (Special Issue of SMI), 2015, 46(2): 231-243.

Kanglai Qian, Bin Wang, Huarong Chen. Automatic flexible face replacement with no auxiliary data, Computers & Graphics, 2014, 45(12): 64-74.

Miaoyi Wang, Bin Wang, Yun Fei, Kanglai Qian, Wenping Wang, Jiating Chen, Jun-Hai Yong. Towards Photo Watercolorization with Artistic Verisimilitude, IEEE Transactions on Visualization and Computer Graphics, 2014, 20(10): 1451-1460. [Demo Page]

Yun Fei, Guodong Rong, Bin Wang, Wenping Wang. Parallel L-BFGS-B on the GPU, Computers & Graphics, 2014, 40(5): 1–9. [Project Page with Source Code]

Jiating Chen, Xiaoyin Ge, Li-Yi Wei, Bin Wang, Yusu Wang, Huamin Wang, Yun Fei, Kang-Lai Qian, Jun-Hai Yong, Wenping Wang. Bilateral Blue Noise Sampling. ACM Transactions on Graphics 2013 (SIGGRAPH Asia 2013, Hong Kong), 2013, 32(6): 216:1-216:11.

Kaimo Hu, Bin Wang, Junhai Yong and Jean-Claude Paul. Relaxed lightweight assembly retrieval using vector space model. Computer-Aided Design, 2013, 45(3): 739-750.

Wenshan Fan, Bin Wang, Jean-Claude Paul, and Jiaguang Sun. An Octree-Based Proxy for Collision Detection in Large-Scale Particle Systems. SCIENCE CHINA Information Sciences, 2013, 56(1): 1-10.

Bin Wang, Feng Pan, Kaimo Hu, and Jean-Claude Paul. Manifold-Ranking based Retrieval using k-Regular Nearest Neighbor Graph. Pattern Recognition, 2012, 45(4): 1569-1577.

Kaimo Hu, Bin Wang, Yong Liu, Jing Huang and Junhai Yong. An Extended Schema and Its Production Rule-based Algorithms for Assembly Data Exchange using IGES . The International Journal of Advanced Manufacturing Technology, February 2012, 58(9-12): 1155-1170.

Wenshan Fan, Bin Wang, Jean-Claude Paul, and Jiaguang Sun. A Hierarchical Grid Based Framework for Fast Collision Detection. Computer Graphics Forum (Proceedings of SGP 2011), 2011, 30(5): 1451-1459.

Jiating Chen, Bin Wang and Junhai Yong. Improved Stochastic Progressive Photon Mapping with Metropolis Sampling. Computer Graphics Forum (Proceedings of EGSR 2011), 2011, 30(4): 1205-1214.

Jiating Chen, Bin Wang, Yuxiang Wang, Ryan S. Overbeck, Junhai Yong and Wenping Wang. Efficient Depth-of-Field Rendering with Adaptive Sampling and Multiscale Reconstruction. Computer Graphics Forum, 2011, 30(6): 1667-1680. [EG DL]

Chunhui Yao, Bin Wang, Bin Chan, Junhai Yong, and Jean-Claude Paul. Multi-Image Based Photon Tracing for Interactive Global Illumination of Dynamic Scenes. Computer Graphics Forum (Proceedings of EGSR 2010), 2010, 29(4): 1315-1324.

Jiating Chen, Bin Wang. High Quality Solid Texture Synthesis using Position and Index Histogram Matching. The Visual Computer, 2010, 26(4): 253-262.

Rodrigo Toledo, Bin Wang, and Bruno Levy. Geometry Textures and Applications. Computer Graphics Forum, 2008, 27(8): 2053-2065.

Bin Wang, Wenping Wang, Huaiping Yang and Jiaguang Sun. Efficient Example-Based Painting and Synthesis of 2D Directional Texture. IEEE Transactions on Visualization and Computer Graphics, 2004, 10(3): 266-277.