Bin Shen

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 17

Top Topics

Matrix Factorization

Image Classification

Sparse Representation

Locality Sensitive

Top Venues

Publications

Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu
Deep Partial Multiplex Network Embedding. WWW (Companion Volume) (2022)
Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu
Deep Partial Multiplex Network Embedding. CoRR (2022)
Xianghong Fang, Haoli Bai, Ziyi Guo, Bin Shen, Steven C. H. Hoi, Zenglin Xu
DART: Domain-Adversarial Residual-Transfer networks for unsupervised cross-domain image classification. Neural Networks 127 (2020)
Travis Ebesu, Bin Shen, Yi Fang
Collaborative Memory Network for Recommendation Systems. CoRR (2018)
Travis Ebesu, Bin Shen, Yi Fang
Collaborative Memory Network for Recommendation Systems. SIGIR (2018)
Xianghong Fang, Haoli Bai, Ziyi Guo, Bin Shen, Steven C. H. Hoi, Zenglin Xu
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification. CoRR (2018)
Xue Li, Bin Shen, Bao-Di Liu, Yu-Jin Zhang
Ranking-Preserving Low-Rank Factorization for Image Annotation With Missing Labels. IEEE Trans. Multim. 20 (5) (2018)
Qifan Wang, Gal Chechik, Chen Sun, Bin Shen
Instance-Level Label Propagation with Multi-Instance Learning. IJCAI (2017)
Bao-Di Liu, Liangke Gui, Yuting Wang, Yu-Xiong Wang, Bin Shen, Xue Li, Yanjiang Wang
Class specific centralized dictionary learning for face recognition. Multim. Tools Appl. 76 (3) (2017)
Bao-Di Liu, Bin Shen, Liangke Gui, Yu-Xiong Wang, Xue Li, Fei Yan, Yanjiang Wang
Face recognition using class specific dictionary learning for sparse representation and collaborative representation. Neurocomputing 204 (2016)
Xue Li, Bin Shen, Bao-Di Liu, Yu-Jin Zhang
A Locality Sensitive Low-Rank Model for Image Tag Completion. IEEE Trans. Multim. 18 (3) (2016)
Bin Shen, Bao-Di Liu, Qifan Wang
Elastic net regularized dictionary learning for image classification. Multim. Tools Appl. 75 (15) (2016)
Bin Shen, Cheng Lu, Qifan Wang, Si Chen, Yan Yan
One-Class Maximum Margin Matrix Factorization. IMAWM (2016)
Cheng Lu, Bin Shen, Lu Zhang, Jan P. Allebach
Tag recommendation via robust probabilistic discriminative matrix factorization. ICASSP (2016)
Bao-Di Liu, Yuting Wang, Liangke Gui, Yu-Xiong Wang, Bin Shen, Xue Li, Yan-Jiang Wang
Class specific discriminant dictionary learning with kernels for face recognition. IMAWM (2016)
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu
Low-rank image tag completion with dual reconstruction structure preserved. Neurocomputing 173 (2016)
Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Xue Li, Yu-Jin Zhang, Yanjiang Wang
Blockwise coordinate descent schemes for efficient and effective dictionary learning. Neurocomputing 178 (2016)
Qifan Wang, Luo Si, Bin Shen
Learning to Hash on Structured Data. AAAI (2015)
Bao-Di Liu, Bin Shen, Xue Li
Locality sensitive dictionary learning for image classification. ICIP (2015)
Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach
SP-SVM: Large Margin Classifier for Data on Multiple Manifolds. AAAI (2015)
Yin Zheng, Bin Shen, Xiaofeng Yang, Wanli Ma, Bao-Di Liu, Yu-Jin Zhang
A Locality Preserving Approach for Kernel PCA. ICIG (1) (2015)
Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation. AAAI (2015)
Qifan Wang, Luo Si, Bin Shen
Learning to Hash on Partial Multi-Modal Data. IJCAI (2015)
Qifan Wang, Bin Shen, Shumiao Wang, Liang Li, Luo Si
Binary Codes Embedding for Fast Image Tagging with Incomplete Labels. ECCV (2) (2014)
Bin Shen, Olzhas Makhambetov
Hierarchical Semi-Supervised Factorization for Learning the Semantics. J. Adv. Comput. Intell. Intell. Informatics 18 (3) (2014)
Bin Shen, Zenglin Xu, Jan P. Allebach
Kernel tapering: A simple and effective approach to sparse kernels for image processing. ICIP (2014)
Bao-Di Liu, Bin Shen, Yu-Xiong Wang, Weifeng Liu, Yanjiang Wang
Class specific subspace learning for collaborative representation. SMC (2014)
Qifan Wang, Bin Shen, Zhiwei Zhang, Luo Si
Sparse Semantic Hashing for Efficient Large Scale Similarity Search. CIKM (2014)
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu
Image Tag Completion by Low-rank Factorization with Dual Reconstruction Structure Preserved. CoRR (2014)
Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Martial Hebert
Self-explanatory Sparse Representation for Image Classification. ECCV (2) (2014)
Bin Shen, Bao-Di Liu, Jan P. Allebach
TISVM: Large margin classifier for misaligned image classification. ICIP (2014)
Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu
Image tag completion by low-rank factorization with dual reconstruction structure preserved. ICIP (2014)
Bin Shen, Bao-Di Liu, Qifan Wang, Rongrong Ji
Robust nonnegative matrix factorization via L1 norm regularization by multiplicative updating rules. ICIP (2014)
Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Yanjiang Wang
Blockwise coordinate descent schemes for sparse representation. ICASSP (2014)
Bao-Di Liu, Bin Shen, Yu-Xiong Wang
Class specific dictionary learning for face recognition. SPAC (2014)
Bao-Di Liu, Yu-Xiong Wang, Yu-Jin Zhang, Bin Shen
Learning dictionary on manifolds for image classification. Pattern Recognit. 46 (7) (2013)
Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Yanjiang Wang, Weifeng Liu
Self-Explanatory Convex Sparse Representation for Image Classification. SMC (2013)
Bin Shen, Zhanibek Datbayev, Olzhas Makhambetov
Semisupervised Nonnegative Matrix Factorization for learning the semantics. SCIS&ISIS (2012)
Bin Shen, Luo Si, Rongrong Ji, Bao-Di Liu
Norm Regularization CoRR (2012)
Suleyman Cetintas, Datong Chen, Luo Si, Bin Shen, Zhanibek Datbayev
Forecasting counts of user visits for online display advertising with probabilistic latent class models. SIGIR (2011)
Bin Shen, Luo Si
Non-Negative Matrix Factorization Clustering on Multiple Manifolds. AAAI (2010)
Bin Shen, Yu-Jin Zhang
Foreground Segmentation via Sparse Representation. SMC (2009)
Bin Shen, Wei Hu, Yimin Zhang, Yu-Jin Zhang
Image inpainting via sparse representation. ICASSP (2009)
Zhengdong Cheng, Bin Shen, Xiang Fan, Yu-Jin Zhang
Automatic coefficient selection in Weighted Maximum Margin Criterion. ICPR (2008)