Bin Wang（王斌）

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

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

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

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)

2025

Rui Qin, Qijie Wang, Ming Sun, Haowei Zhu, Chao Zhou, Bin Wang. Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling. IJCAI, 2025, Accepted.

Yilin Pan, Zhixin Xu, Bin Wang, Bailin Deng. Piecewise Ruled Approximation for Freeform Mesh Surfaces. ACM Transactions on Graphics (TOG), 2025, Accepted.

Yueji Ma, Yanzun Meng, Dong Xiao, Zuoqiang Shi, Bin Wang. Convection Augmented Gauss Reconstruction for Unoriented Point Clouds. ACM Transactions on Graphics (TOG), 2025, Accepted.

Yueji Ma, Jialu Shen, Yanzun Meng, Dong Xiao, Zuoqiang Shi, Bin Wang. Anisotropic Gauss Reconstruction and Global Orientation with Octree-based Acceleration. SGP 2025, Conditionally Accepted.

Dong Xiao, Yueji Ma, Zuoqiang Shi, Shiqing Xin, Wenping Wang, Bailin Deng, Bin Wang. Winding clearness for differentiable point cloud optimization. SPM 2025, Accepted.

Haowei Zhu, Fangyuan Zhang, Rui Qin, Tianxiang Pan, Junhai Yong, Bin Wang. Semantic Hierarchical Prompt Tuning for Parameter-Efficient Fine-Tuning. ICASSP 2025, Pages 1-5.

2024

Haowei Zhu, Ling Yang, Jun-Hai Yong, Hongzhi Yin, Jiawei Jiang, Meng Xiao, Wentao Zhang, Bin Wang. Distribution-Aware Data Expansion with Diffusion Models. NeurIPS 2024, Pages 102768-102795.

Haowei Zhu, Dehua Tang, Ji Liu, Mingjie Lu, Jintu Zheng, Jinzhang Peng, Dong Li, Yu Wang, Fan Jiang, Lu Tian, Spandan Tiwari1, Ashish Sirasao, Junhai Yong, Bin Wang, Emad Barsoum. DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization. NeurIPS 2024, Pages 92581-92604.

Ningna Wang, Hui Huang, Shibo Song, Bin Wang, Wenping Wang, Xiaohu Guo. MATTopo: Topology-preserving Medial Axis Transform with Restricted Power Diagram. ACM Transactions on Graphics (TOG), 2024, Volume 43, Issue 6, Article No.: 218, Pages 1-16.

Qijie Wang, Guandu Liu, Bin Wang. CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot Classification. ACMMM 2024, Pages 5442-5450.

Fangyuan Zhanga, Tianxiang Panb, Yu-Wing Tai, Bin Wang. Boundary-Enhanced Instance Segmentation. ECAI 2024, Pages 585-592.

Hengyu Zhou, Hui Zhang, Bin Wang. Segmentation-guided Layer-wise Image Vectorization with Gradient Fills. ECCV 2024, Pages 165-180.

Rui Qin, Ming Sun, Chao Zhou, Bin Wang. A New Dataset and Framework for Real-World Blurred Images Super-Resolution. ECCV 2024, Pages 56-75.

Guanlin Shen, Jingwei Huang, Zhihua Hu, Bin Wang. CN-RMA: Combined Network with Ray Marching Aggregation for 3D Indoors Object Detection from Multi-view Images. CVPR 2024, Pages 21326-21335.

Yueji Ma, Yanzun Meng, Dong Xiao, Zuoqiang Shi, Bin Wang. FliPagesing-based Iterative Surface Reconstruction for Unoriented Points. Computer Aided Geometric Design (CAGD), 2024, Volume 111, June 2024, 102315.

Rui Qin, Bin Wang. Scene text image super-resolution via content perceptual loss and criss-cross transformer blocks. International Joint Conference on Neural Networks (IJCNN), 2024, Pages: 1-10.

Fangyuan Zhang, Tianxiang Pan, Jun-Hai Yong, Bin Wang. W2P: Switching from Weak Supervision to Partial Supervision for Semantic Segmentation. AAAI 2024, Pages 7042-7050.

Baiqiang Leng, Jingwei Huang, Guanlin Shen, Bin Wang. Shape Embedding and Retrieval in Multi-Flow Deformation. Computational Visual Media (CVMJ), February, 2024, Pages 1-13.

2023

Jianwei Hu, Ningna Wang, Baorong Yang, Gang Chen, Xiaohu Guo, Bin Wang. S3DS: Self-supervised Learning of 3D Skeletons from Single View Images. ACMMM 2023, Pages 6948-6958.

Rui Qin, Ming Sun, Fangyuan Zhang, Xing Wen, Bin Wang. Blind Image Super-resolution with Rich Texture-Aware Codebook. ACMMM 2023, Pages 676-687.

Guandu Liu, Yukang Ding, Mading Li, Ming Sun, Xing Wen, Bin Wang. Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution. ICCV 2023, Pages 12217-12226.

Xiangyang Zhu, Yiling Pan, Bailin Deng, Bin Wang. Efficient Multi-View Inverse Rendering Using a Hybrid Differentiable Rendering Method. IJCAI 2023, Pages 1849-1857.

Guandu Liu, Fangyuan Zhang, Tianxiang Pan, Jun-Hai Yong, Bin Wang. Low-Confidence Samples Mining for Semi-supervised Object Detection. IJCAI 2023, Pages 1186-1149.

Dong Xiao, Zuoqiang Shi, Bin Wang. Alternately denoising and reconstructing unoriented point sets. Computers & Graphics, 116(2023), Pages 139-149.

Dong Xiao, Zuoqiang Shi, Siyu Li, Bailin Deng, Bin Wang. Point Normal Orientation and Surface Reconstruction by Incorporating Isovalue Constraints to Poisson Equation. Computer Aided Geometric Design (CAGD), 2023, Volume 103, June 2023, 102195.

2022 & Before

Siyou Lin, Dong Xiao, Zuoqiang Shi, Bin Wang. Surface Reconstruction from Point Clouds without Normals by Parametrizing the Gauss Formula. ACM Transactions on Graphics (TOG), 2022, Volume 42, Issue 2, Article No.: 14, Pages 1–19.

Ningna Wang, Bin Wang, Wenping Wang, Xiaohu Guo. Computing Medial Axis Transform with Feature Preservation via Restricted Power Diagram. ACM Transactions on Graphics (TOG), 2022, Volume 41, Issue 6, Article No.:188, Pages 1–18.

Jianwei Hu, Gang Chen, BaorongYang, Ningna Wang, Xiaohu Guo, Bin Wang. IMMAT: Mesh Reconstruction from Single View Images by Medial Axis Transform Prediction. Computer-Aided Design (CAD) 2022:103304.

Fangyuan Zhang, Tianxiang Pan, Bin Wang. Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training. AAAI 2022, Volume 36, No. 3, Pages 3252-3261.

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 (TVCG), 2022, vol. 28, no. 06, Pages 2430-2444. [Code&Data]

Dong Xiao, Siyou Lin, Zuoqiang Shi, Bin Wang. Learning modified indicator functions for surface reconstruction. Computers & Graphics, 2022: 309-319. [Code&Data]

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, Pages 28-37.

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 (CAGD), 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, Pages 774-781. [Code&Data]

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

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 (CAGD), Volume 71, May 2019, Pages 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 (TVCG). 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 (TOG). 2019, Volume 38, Issue 1, Article no.: 2, Pages 1-18.

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 (TKDE). 2019, 31(12): 2277 - 2291.

Huarong Chen, Bin Wang, Tianxiang Pan, Liwang Zhou and Hua Zeng. CropNet: Real-Time Thumbnailing. ACMMM 2018, Pages 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, Pages 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, Pages 3205-3211.

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

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

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

Jingwei Huang, Bin Wang, Wenping Wang, Pradeep Sen. A Surface APagesroximation Method for Image and Video Correspondences. IEEE Transactions on Image Processing (TIP), 2015, 24(12), Pages 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 (TOG) , 2015, Volume 35, Issue 1, Article no.: 8, Pages 1-16. [Code]

Wenzhuo Xu, Bin Wang, Dong-Ming Yan. Wall grid structure for interior scene synthesis, Computers & Graphics, 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 (TVCG), 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 (TOG), 2013, Volume 32, Issue 6, Article no.: 216, Pages: 1-11.

Kaimo Hu, Bin Wang, Junhai Yong and Jean-Claude Paul. Relaxed lightweight assembly retrieval using vector space model. Computer-Aided Design (CAD), 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 (CGF), 2011, 30(5): 1451-1459.

Jiating Chen, Bin Wang and Junhai Yong. Improved Stochastic Progressive Photon MaPagesing with Metropolis Sampling. Computer Graphics Forum (CGF), 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 (CGF), 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 (CGF), 2010, 29(4): 1315-1324.

Jiating Chen, Bin Wang. . The Visual Computer, 2010, 26(4): 253-262. [Code]

Rodrigo Toledo, Bin Wang and Bruno Levy. Geometry Textures and APageslications. Computer Graphics Forum (CGF), 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 (TVCG), 2004, 10(3): 266-277.