Journal/Book/Book Chapter
Xue Li, Bin Shen, Bao-Di Liu, Yu-Jin Zhang, Ranking-Preserving Low-Rank Factorization for Image Annotation with Missing Labels, in IEEE Transactions on Multimedia, 20(5): 1169 - 1178, May 2018 ).
Huachun Tan, Yuankai Wu, Bin Shen, Peter J. Jin, Bin Ran, Short-Term Traffic Prediction Based on Dynamic Tensor Completion, in IEEE Transactions on Intelligent Transportation Systems, 17(8): 2123-2133, August 2016.
Bin Shen, Bao-Di Liu, Qifan Wang, Elastic Net Regularized Dictionary Learning for Image Classification, in Multimedia Tools and Applications, 75(15): 8861-8874, August 2016.
Xue Li, Bin Shen, Bao-Di Liu, Yu-Jin Zhang, A Locality Sensitive Low-Rank Model for Image Tag Completion, in IEEE Transactions on Multimedia, 18(3): 474-483, March 2016.
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu, Low-Rank Image Tag Completion with Dual Reconstruction Structure Preserved, in Neurocomputing, 173(2): 425-433, January 2016.
Yi Wu*, Bin Shen*, Haibin Ling, Visual Tracking via Online Non-negative Matrix Factorization, in IEEE Transactions on Circuits and Systems for Video Technology, 24(3): 374-383, March 2014 (* indicates equal contribution).
Bao-Di Liu, Yuxiong Wang, Yu-Jin Zhang, Bin Shen, Learning Dictionary on Manifolds for Image Classification, in Pattern Recognition, 46(7): 1879-1890, July 2013.
Zhengdong Cheng, Hui-Xing Jia, Le Li, Bin Shen, Huachun Tan, Yan Yan, Yu-Jin Zhang, Yunfeng Zhu, Subspace-based Face Recognition, Book (Chinese), Tsinghua University Press, 2009.
Bin Shen, Yu-Jin Zhang, Subsequence-wise Approach for Online Tracking, Book Chapter, in RFID & Smart Technologies for Information Convergence.
Conference
Bin Shen,Nikil Pancha, Andrew Zhai, Charles Rosenberg, Practical Automatic Thumbnail Generation for Short Videos, in Imaging and Multimedia Analytics in a Web and Mobile World, IS&T Electronic Imaging 2021.
Travis Ebesu, Bin Shen, Yi Fang, Collaborative Memory Network for Recommendation Systems, in the 41st international ACM SIGIR conference on Research and development in Information Retrieval (SIGIR2018).
Qifan Wang, Gal Chechik, Chen Sun, Bin Shen, Instance-Level Label Propagation with Multi-Instance Learning, in the International Joint Conference on Artificial Intelligence (IJCAI2017).
Cheng Lu, Bin Shen, Lu Zhang, Jan Allebach, Tag Recommendation via Robust Probabilistic Discriminative Matrix Factorization, in the 41st International Conference on Acoustics, Speech, and Signal Processing (ICASSP2016).
Bao-Di Liu, Bin Shen, Xue Li, Locality Sensitive Dictionary Learning for Image Classification, in the IEEE International Conference on Image Processing (ICIP2015).
Qifan Wang, Luo Si, Bin Shen, Learning to Hash on Partial Multi-Modal Data, in the International Joint Conference on Artificial Intelligence (IJCAI2015).
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan Allebach, SP-SVM: Large Margin Classifier for Data on Multiple Manifolds, in the AAAI Conference on Artificial Intelligence (AAAI2015).
Qifan Wang, Luo Si, Bin Shen, Learning to Hash on Structured Data, in the AAAI Conference on Artificial Intelligence (AAAI2015).
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu, Nyström Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation, in the AAAI Conference on Artificial Intelligence (AAAI2015).
Bin Shen, Qifan Wang, Jan Allebach, Piecewise Linear Dimension Reduction for Nonnegative Data, in Imaging and Multimedia Analytics in a Web and Mobile World, IS&T/SPIE Electronic Imaging 2015.
Qifan Wang, Bin Shen, Zhiwei Zhang, Luo Si, Sparse Semantic Hashing for Efficient Large Scale Similarity Search, in the ACM International Conference on Information and Knowledge Management (CIKM2014).
Bin Shen, Zenglin Xu, Jan Allebach, Kernel Tapering: a Simple and Effective Approach to Sparse Kernels for Image Processing, in the IEEE International Conference on Image Processing (ICIP2014).
Bin Shen, Bao-Di Liu, Jan Allebach, TISVM: Large Margin Classifier for Misaligned Image Classification, in the IEEE International Conference on Image Processing (ICIP2014).
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu, Image Tag Completion by Low-rank Factorization with Dual Reconstruction Structure Preserved, in the IEEE International Conference on Image Processing (ICIP2014).
Bin Shen, Bao-Di Liu, Qifan Wang, Rongrong Ji, Robust Nonnegative Matrix Factorization via L1 Norm Regularization by Multiplicative Updating Rules, in the IEEE International Conference on Image Processing (ICIP2014).
Qifan Wang*, Bin Shen*, Shumiao Wang, Liang Li, Luo Si, Binary Codes Embedding for Fast Image Tagging with Incomplete Labels, in the European Conference on Computer Vision (ECCV2014) (* indicates equal contribution).
Bao-Di Liu, Yuxiong Wang, Bin Shen, Yu-Jin Zhang, Martial Hebert, Self-Explanatory Sparse Representation for Image Classification, in the European Conference on Computer Vision (ECCV2014).
Bao-Di Liu, Yuxiong Wang, Bin Shen, Yu-Jin Zhang, Yanjiang Wang, Blockwise Coordinate Descent Schemes for Sparse Representation, in the 39th International Conference on Acoustics, Speech, and Signal Processing (ICASSP2014).
Yi Wu, Bin Shen, Haibin Ling, Online Robust Image Alignment via Iterative Convex Optimization, in the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2012).
Suleyman Cetintas, Datong Chen, Luo Si, Bin Shen, Zhanibek Datbayev, Forecasting Counts of User Visits for Online Display Advertising with Probabilistic Latent Class Models, (Poster) in the 34th Annual ACM SIGIR Conference (SIGIR2011).
Bin Shen, Luo Si, Nonnegative Matrix Factorization Clustering on Multiple Manifolds, in the 24th AAAI Conference on Artificial Intelligence (AAAI2010).
Bin Shen, Wei Hu, Yimin Zhang, Yu-Jin Zhang, Image Inpainting via Sparse Representation, in the 34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP2009).
Zhengdong Cheng, Bin Shen, Xiang Fan, Yu-Jin Zhang , Automatic Coefficient Selection in Weighted Maximum Margin Criterion, in the 19th International Conference on Pattern Recognition (ICPR2008).
Patent
Neil G Alldrin, Charles J Rosenberg, Bin Shen, Samy Bengio, Zhen Hao Zhou, Refining Image Annotations, U.S. Patent, No. 8855430, 2014.