Bin Shen

Affiliations:

Google New York, NY, USA
Purdue University, Department of Computer Science, West Lafayette, IN, USA (PhD 2014)
Tsinghua University, Department of Electronic Engineering, TNList, Beijing, China (former)

According to our database¹, Bin Shen authored at least 41 papers between 2008 and 2022.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

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On csauthors.net:

Bibliography

2022

Deep Partial Multiplex Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2020

DART: Domain-Adversarial Residual-Transfer networks for unsupervised cross-domain image classification.

[BibT_eX]

[DOI]

Neural Networks, 2020

2018

Ranking-Preserving Low-Rank Factorization for Image Annotation With Missing Labels.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Collaborative Memory Network for Recommendation Systems.

[BibT_eX]

[DOI]

Travis Ebesu

Bin Shen

Yi Fang

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2017

Class specific centralized dictionary learning for face recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Instance-Level Label Propagation with Multi-Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

A Locality Sensitive Low-Rank Model for Image Tag Completion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Short-Term Traffic Prediction Based on Dynamic Tensor Completion.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Elastic net regularized dictionary learning for image classification.

[BibT_eX]

[DOI]

Bin Shen

Bao-Di Liu

Qifan Wang

Multim. Tools Appl., 2016

Blockwise coordinate descent schemes for efficient and effective dictionary learning.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Face recognition using class specific dictionary learning for sparse representation and collaborative representation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Low-rank image tag completion with dual reconstruction structure preserved.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Tag recommendation via robust probabilistic discriminative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Class specific discriminant dictionary learning with kernels for face recognition.

[BibT_eX]

[DOI]

Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

One-Class Maximum Margin Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2016, 2016

2015

Learning to Hash on Partial Multi-Modal Data.

[BibT_eX]

[DOI]

Qifan Wang

Luo Si

Bin Shen

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Locality sensitive dictionary learning for image classification.

[BibT_eX]

[DOI]

Bao-Di Liu

Bin Shen

Xue Li

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Locality Preserving Approach for Kernel PCA.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 8th International Conference, 2015

Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Learning to Hash on Structured Data.

[BibT_eX]

[DOI]

Qifan Wang

Luo Si

Bin Shen

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

SP-SVM: Large Margin Classifier for Data on Multiple Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Hierarchical Semi-Supervised Factorization for Learning the Semantics.

[BibT_eX]

[DOI]

Bin Shen

Olzhas Makhambetov

J. Adv. Comput. Intell. Intell. Informatics, 2014

Class specific dictionary learning for face recognition.

[BibT_eX]

[DOI]

Bao-Di Liu

Bin Shen

Yu-Xiong Wang

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Class specific subspace learning for collaborative representation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Kernel tapering: A simple and effective approach to sparse kernels for image processing.

[BibT_eX]

[DOI]

Bin Shen

Zenglin Xu

Jan P. Allebach

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Robust nonnegative matrix factorization via L1 norm regularization by multiplicative updating rules.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

TISVM: Large margin classifier for misaligned image classification.

[BibT_eX]

[DOI]

Bin Shen

Bao-Di Liu

Jan P. Allebach

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image tag completion by low-rank factorization with dual reconstruction structure preserved.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Blockwise coordinate descent schemes for sparse representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Binary Codes Embedding for Fast Image Tagging with Incomplete Labels.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Self-explanatory Sparse Representation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Sparse Semantic Hashing for Efficient Large Scale Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Learning dictionary on manifolds for image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Self-Explanatory Convex Sparse Representation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

2012

Robust Nonnegative Matrix Factorization via L<sub>1</sub> Norm Regularization

[BibT_eX]

[DOI]

CoRR, 2012

Semisupervised Nonnegative Matrix Factorization for learning the semantics.

[BibT_eX]

[DOI]

Bin Shen

Zhanibek Datbayev

Olzhas Makhambetov

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

2011

Forecasting counts of user visits for online display advertising with probabilistic latent class models.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010

Non-Negative Matrix Factorization Clustering on Multiple Manifolds.

[BibT_eX]

[DOI]

Bin Shen

Luo Si

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Foreground Segmentation via Sparse Representation.

[BibT_eX]

[DOI]

Bin Shen

Yu-Jin Zhang

Proceedings of the IEEE International Conference on Systems, 2009

Image inpainting via sparse representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Automatic coefficient selection in Weighted Maximum Margin Criterion.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Bin Shen

Timeline

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