Automatic coefficient selection in Weighted Maximum Margin Criterion. - Zhengdong Cheng; Bin Shen 002; Xiang Fan; Yu-Jin Zhang (ICPR, 2008)

Image inpainting via sparse representation. - Bin Shen 002; Wei Hu 002; Yimin Zhang 002; Yu-Jin Zhang (ICASSP, 2009)

Foreground Segmentation via Sparse Representation. - Bin Shen 002; Yu-Jin Zhang (SMC, 2009)

Non-Negative Matrix Factorization Clustering on Multiple Manifolds. - Bin Shen 002; Luo Si (AAAI, 2010)

Forecasting counts of user visits for online display advertising with probabilistic latent class models. - Suleyman Cetintas; Datong Chen; Luo Si; Bin Shen 002; Zhanibek Datbayev (SIGIR, 2011)

Semisupervised Nonnegative Matrix Factorization for learning the semantics. - Bin Shen 002; Zhanibek Datbayev; Olzhas Makhambetov (SCIS&ISIS, 2012)

Robust Nonnegative Matrix Factorization via L1 Norm Regularization - Bin Shen 002; Luo Si; Rongrong Ji; Bao-Di Liu (CoRR, 2012)

Self-Explanatory Convex Sparse Representation for Image Classification. - Bao-Di Liu; Yu-Xiong Wang; Bin Shen 002; Yu-Jin Zhang; Yanjiang Wang 001; Weifeng Liu 001 (SMC, 2013)

Learning dictionary on manifolds for image classification. - Bao-Di Liu; Yu-Xiong Wang; Yu-Jin Zhang; Bin Shen 002 (Pattern Recognit., 2013)

Sparse Semantic Hashing for Efficient Large Scale Similarity Search. - Qifan Wang 001; Bin Shen 002; Zhiwei Zhang; Luo Si (CIKM, 2014)

Self-explanatory Sparse Representation for Image Classification. - Bao-Di Liu; Yu-Xiong Wang; Bin Shen 002; Yu-Jin Zhang; Martial Hebert (ECCV (2), 2014)

Binary Codes Embedding for Fast Image Tagging with Incomplete Labels. - Qifan Wang 001; Bin Shen 002; Shumiao Wang; Liang Li; Luo Si (ECCV (2), 2014)

Blockwise coordinate descent schemes for sparse representation. - Bao-Di Liu; Yu-Xiong Wang; Bin Shen 002; Yu-Jin Zhang; Yanjiang Wang 001 (ICASSP, 2014)

Image tag completion by low-rank factorization with dual reconstruction structure preserved. - Xue Li 005; Yu-Jin Zhang; Bin Shen 002; Bao-Di Liu (ICIP, 2014)

TISVM: Large margin classifier for misaligned image classification. - Bin Shen 002; Bao-Di Liu; Jan P. Allebach (ICIP, 2014)

Robust nonnegative matrix factorization via L1 norm regularization by multiplicative updating rules. - Bin Shen 002; Bao-Di Liu; Qifan Wang 001; Rongrong Ji (ICIP, 2014)

Kernel tapering: A simple and effective approach to sparse kernels for image processing. - Bin Shen 002; Zenglin Xu; Jan P. Allebach (ICIP, 2014)

Class specific subspace learning for collaborative representation. - Bao-Di Liu; Bin Shen 002; Yu-Xiong Wang; Weifeng Liu 001; Yanjiang Wang 001 (SMC, 2014)

Class specific dictionary learning for face recognition. - Bao-Di Liu; Bin Shen 002; Yu-Xiong Wang (SPAC, 2014)

Hierarchical Semi-Supervised Factorization for Learning the Semantics. - Bin Shen 002; Olzhas Makhambetov (J. Adv. Comput. Intell. Intell. Informatics, 2014)

SP-SVM: Large Margin Classifier for Data on Multiple Manifolds. - Bin Shen 002; Bao-Di Liu; Qifan Wang 001; Yi Fang 008; Jan P. Allebach (AAAI, 2015)

Learning to Hash on Structured Data. - Qifan Wang 001; Luo Si; Bin Shen 002 (AAAI, 2015)

Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation. - Zenglin Xu; Rong Jin 001; Bin Shen 002; Shenghuo Zhu (AAAI, 2015)

Piecewise linear dimension reduction for nonnegative data. - Bin Shen 002; Qifan Wang 001; Jan P. Allebach (IMAWM, 2015)

A Locality Preserving Approach for Kernel PCA. - Yin Zheng; Bin Shen 002; Xiaofeng Yang; Wanli Ma; Bao-Di Liu; Yu-Jin Zhang (ICIG (1), 2015)

Locality sensitive dictionary learning for image classification. - Bao-Di Liu; Bin Shen 002; Xue Li 005 (ICIP, 2015)

Learning to Hash on Partial Multi-Modal Data. - Qifan Wang 001; Luo Si; Bin Shen 002 (IJCAI, 2015)

One-Class Maximum Margin Matrix Factorization. - Bin Shen 002; Cheng Lu 006; Qifan Wang 001; Si Chen 002; Yan Yan 001 (IMAWM, 2016)

Class specific discriminant dictionary learning with kernels for face recognition. - Bao-Di Liu; Yuting Wang; Liangke Gui; Yu-Xiong Wang; Bin Shen 002; Xue Li 005; Yan-Jiang Wang 001 (IMAWM, 2016)

Tag recommendation via robust probabilistic discriminative matrix factorization. - Cheng Lu 006; Bin Shen 002; Lu Zhang; Jan P. Allebach (ICASSP, 2016)

Low-rank image tag completion with dual reconstruction structure preserved. - Xue Li 005; Yu-Jin Zhang; Bin Shen 002; Bao-Di Liu (Neurocomputing, 2016)

Face recognition using class specific dictionary learning for sparse representation and collaborative representation. - Bao-Di Liu; Bin Shen 002; Liangke Gui; Yu-Xiong Wang; Xue Li 005; Fei Yan; Yanjiang Wang 001 (Neurocomputing, 2016)

Blockwise coordinate descent schemes for efficient and effective dictionary learning. - Bao-Di Liu; Yu-Xiong Wang; Bin Shen 002; Xue Li 005; Yu-Jin Zhang; Yanjiang Wang 001 (Neurocomputing, 2016)

Elastic net regularized dictionary learning for image classification. - Bin Shen 002; Bao-Di Liu; Qifan Wang 001 (Multim. Tools Appl., 2016)

Short-Term Traffic Prediction Based on Dynamic Tensor Completion. - Huachun Tan; Yuankai Wu; Bin Shen 002; Peter Jing Jin; Bin Ran (IEEE Trans. Intell. Transp. Syst., 2016)

A Locality Sensitive Low-Rank Model for Image Tag Completion. - Xue Li 005; Bin Shen 002; Bao-Di Liu; Yu-Jin Zhang (IEEE Trans. Multim., 2016)

Instance-Level Label Propagation with Multi-Instance Learning. - Qifan Wang 001; Gal Chechik; Chen Sun; Bin Shen 002 (IJCAI, 2017)

Class specific centralized dictionary learning for face recognition. - Bao-Di Liu; Liangke Gui; Yuting Wang; Yu-Xiong Wang; Bin Shen 002; Xue Li 005; Yanjiang Wang 001 (Multim. Tools Appl., 2017)

Collaborative Memory Network for Recommendation Systems. - Travis Ebesu; Bin Shen 002; Yi Fang 008 (SIGIR, 2018)

Ranking-Preserving Low-Rank Factorization for Image Annotation With Missing Labels. - Xue Li 005; Bin Shen 002; Bao-Di Liu; Yu-Jin Zhang (IEEE Trans. Multim., 2018)

DART: Domain-Adversarial Residual-Transfer networks for unsupervised cross-domain image classification. - Xianghong Fang; Haoli Bai; Ziyi Guo; Bin Shen 002; Steven C. H. Hoi; Zenglin Xu (Neural Networks, 2020)

Deep Partial Multiplex Network Embedding. - Qifan Wang 001; Yi Fang 008; Anirudh Ravula; Ruining He; Bin Shen 002; Jingang Wang; Xiaojun Quan; Dongfang Liu (WWW (Companion Volume), 2022)

PlanePDM: Boundary-aware 3D planar recovery by using parallel dilated mask head. - Wenzhe Ouyang; Zenglin Xu; Qianying Zhu; Bin Shen 002; Yong Xu 001 (Pattern Recognit., 2025)

LinkOcc: 3D Semantic Occupancy Prediction With Temporal Association. - Wenzhe Ouyang; Zenglin Xu; Bin Shen 002; Jinghua Wang; Yong Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)