Lixin Shen

According to our database, Lixin Shen authored at least 84 papers between 1999 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Sparse Recovery: The Square of ℓ _1/ℓ ₂ Norms.

Jianqing Jia, Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp

J. Sci. Comput., January, 2025

2024

Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction.

Yanran Li, Raymond H. Chan, Lixin Shen, Xiaosheng Zhuang, Risheng Wu, Yijun Huang, Junwei Liu

SIAM J. Imaging Sci., 2024

Fusion of low-rankness and smoothness under learnable nonlinear transformation for tensor completion.

Yigong Zhang, Zhihui Tu, Jian Lu, Chen Xu, Lixin Shen

Knowl. Based Syst., 2024

Hyperparameter Estimation for Sparse Bayesian Learning Models.

Feng Yu, Lixin Shen, Guohui Song

SIAM/ASA J. Uncertain. Quantification, 2024

Sparse Deep Learning Models with the ℓ₁ Regularization.

Lixin Shen, Rui Wang, Yuesheng Xu, Mingsong Yan

CoRR, 2024

Research on Multimodal Transport of Electronic Documents Based on Blockchain.

Xueqi Qian, Lixin Shen, Dong Yang, Zhiwen Zhang, Zhihong Jin

Big Data Cogn. Comput., 2024

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization.

Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

The Proximity Operator of the Log-Sum Penalty.

Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp

J. Sci. Comput., 2022

2021

Transportation routes evaluation: A delphi and CFPR approach.

Lixin Shen, Shengnan Yu, Xiaowen Shi, Thi Phuong Thao Doan, Zaili Yang, Bin Xu

J. Intell. Fuzzy Syst., 2021

Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling.

Tingting Wu, Lixin Shen, Yuesheng Xu

J. Comput. Appl. Math., 2021

On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit.

Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm.

Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu

SIAM J. Imaging Sci., 2020

Principal Component Projection with Low-Degree Polynomials.

Stephen D. Farnham, Lixin Shen, Bruce W. Suter

J. Sci. Comput., 2020

2019

Structured Sparsity Promoting Functions.

Lixin Shen, Bruce W. Suter, Erin E. Tripp

J. Optim. Theory Appl., 2019

A simple convergence analysis of Bregman proximal gradient algorithm.

Yi Zhou, Yingbin Liang, Lixin Shen

Comput. Optim. Appl., 2019

Ultrasound image restoration based on a learned dictionary and a higher-order MRF.

Jian Lu, Hanmei Yang, Lixin Shen, Yuru Zou

Comput. Math. Appl., 2019

Empty Container Repositioning with Consideration of Free Detention Time and Liner Carrier Cooperation.

Jiaxin Cai, Lixin Shen, Zhihong Jin

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

2018

Fixed-point algorithms for a TVL1 image restoration model.

Jian Lu, Ke Qiao, Lixin Shen, Yuru Zou

Int. J. Comput. Math., 2018

Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation.

Ashley Prater-Bennette, Lixin Shen

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

A new total variation model for restoring blurred and speckle noisy images.

Jian Lu, Yupeng Chen, Yuru Zou, Lixin Shen

Int. J. Wavelets Multiresolution Inf. Process., 2017

2016

Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel.

Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen

IEEE Trans. Signal Process., 2016

An Adaptive Directional Haar Framelet-Based Reconstruction Algorithm for Parallel Magnetic Resonance Imaging.

Yanran Li, Raymond H. Chan, Lixin Shen, Yung-Chin Hsu, Wen-Yih Isaac Tseng

SIAM J. Imaging Sci., 2016

Identity management based on PCA and SVM.

Lixin Shen, Hong Wang, Li Da Xu, Xue Ma, Sohail S. Chaudhry, Wu He

Inf. Syst. Frontiers, 2016

Computing the proximity operator of the ℓ_<i>p</i> norm with 0 < p < 1.

Feishe Chen, Lixin Shen, Bruce W. Suter

IET Signal Process., 2016

Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring.

Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu

Frontiers Appl. Math. Stat., 2016

One-bit compressive sampling via <i>ℓ</i> ₀ minimization.

Lixin Shen, Bruce W. Suter

EURASIP J. Adv. Signal Process., 2016

An effective heuristic algorithm to solve tractor-and-trailer transportation scheduling problem with time windows.

Zhenhua Yang, Lei Xing, Shujuan Guo, Lixin Shen, Zhihong Jin

Proceedings of the International Conference on Logistics, Informatics and Service Sciences, 2016

2015

An analysis of physics-based optical flow.

Bo Wang, Zemin Cai, Lixin Shen, Tianshu Liu

J. Comput. Appl. Math., 2015

Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries.

Ashley Prater, Lixin Shen

IET Signal Process., 2015

A fast and accurate algorithm for ℓ ₁ minimization problems in compressive sampling.

Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu

EURASIP J. Adv. Signal Process., 2015

Finding Dantzig selectors with a proximity operator based fixed-point algorithm.

Ashley Prater, Lixin Shen, Bruce W. Suter

Comput. Stat. Data Anal., 2015

Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing.

Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang

Adv. Comput. Math., 2015

Sparsity-promoting sensor management for estimation: An energy balance point of view.

Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney

Proceedings of the 18th International Conference on Information Fusion, 2015

Overcomplete tensor decomposition via convex optimization.

Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

Ideal regularization for learning kernels from labels.

Binbin Pan, Jian-Huang Lai, Lixin Shen

Neural Networks, 2014

Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing".

Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu

J. Comput. Appl. Math., 2014

Nesterov's algorithm solving dual formulation for compressed sensing.

Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu

J. Comput. Appl. Math., 2014

Sparse sensor selection for nonparametric decentralized detection via L1 regularization.

Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Distributed Compressive Detection with Perfect Secrecy.

Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney

Proceedings of the 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2014

2013

Adaptive Inpainting Algorithm Based on DCT Induced Wavelet Regularization.

Yan-Ran Li, Lixin Shen, Bruce Wilsey Suter

IEEE Trans. Image Process., 2013

A probabilistic kernel approach for solving the multi-instance learning problems with different assumptions.

Lixin Shen, Jianjun He, Shuang Qiao

Int. J. Adv. Oper. Manag., 2013

Blind One-Bit Compressive Sampling

Lixin Shen, Bruce Wilsey Suter

CoRR, 2013

Proximity algorithms for the L1/TV image denoising model.

Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng

Adv. Comput. Math., 2013

2012

Learning kernels from labels with ideal regularization.

Binbin Pan, Jian-Huang Lai, Lixin Shen

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Framelet Algorithms for De-Blurring Images Corrupted by Impulse Plus Gaussian Noise.

Yan-Ran Li, Lixin Shen, Dao-Qing Dai, Bruce Wilsey Suter

IEEE Trans. Image Process., 2011

Efficient First Order Methods for Linear Composite Regularizers

Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu

CoRR, 2011

2010

Multiframe Super-Resolution Reconstruction Using Sparse Directional Regularization.

Yan-Ran Li, Dao-Qing Dai, Lixin Shen

IEEE Trans. Circuits Syst. Video Technol., 2010

Rational orthogonal bases satisfying the Bedrosian identity.

Lihui Tan, Lixin Shen, Lihua Yang

Adv. Comput. Math., 2010

2009

Simultaneously inpainting in image and transformed domains.

Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen

Numerische Mathematik, 2009

Bounds for Eigenvalues of Arrowhead Matrices and Their Applications to Hub Matrices and Wireless Communications.

Lixin Shen, Bruce Wilsey Suter

EURASIP J. Adv. Signal Process., 2009

Preface.

Lixin Shen, Yuesheng Xu

Adv. Comput. Math., 2009

Convergence analysis of tight framelet approach for missing data recovery.

Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen

Adv. Comput. Math., 2009

A Detection Method for Bearing Faults of Marine Motors Based on Data Mining Algorithm.

Zhengyu Xue, YinHai Fan, MingBao Jiang, Lixin Shen

Proceedings of the 2009 Second International Symposium on Computational Intelligence and Design, 2009

2008

Restoration of Chopped and Nodded Images by Framelets.

Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen

SIAM J. Sci. Comput., 2008

Application of Fuzzy Ontology to Information Retrieval for Electronic Commerce.

Jun Zhai, Lixin Shen, Yiduo Liang, Jiatao Jiang

Proceedings of The International Symposium on Electronic Commerce and Security, 2008

Research on the Business Operation Model Based on Semantic Web Service and MAS.

Hao Xu, Lixin Shen, Xinlian Xie, Qinglian Wang, Yan Liu, Kejia Wang

Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007

Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors.

Yao Lu, Lixin Shen, Yuesheng Xu

IEEE Trans. Circuits Syst. I Regul. Pap., 2007

Super Edge-Magic Labelings of Generalized Petersen Graphs P(n, 3).

Xirong Xu, Yuansheng Yang, Xi Yue, Khandoker Mohammed Mominul Haque, Lixin Shen

Ars Comb., 2007

Virtual Logistics Enterprise System Integration Model Based on SOA.

Liang Zhang, Lixin Shen, Xinlian Xie, Junyu Wang

Proceedings of the Third International Conference on Semantics, 2007

An Integrated Information Platform for Intelligent Transportation Systems Based on Ontology.

Jun Zhai, Zhou Zhou, Zhiman Shi, Lixin Shen

Proceedings of the Research and Practical Issues of Enterprise Information Systems II, 2007

2006

Image denoising using a tight frame.

Lixin Shen, Emmanuel Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman

IEEE Trans. Image Process., 2006

Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA.

Ikhlas Abdel-Qader, Lixin Shen, Christina Jacobs, Fadi Abu-Amara, Sarah Pashaie-Rad

Int. J. Biomed. Imaging, 2006

Research on Virtual Logistic Enterprises Partners Selection Method Based on CLIQUE.

Song Xu, Lixin Shen, Jun Zhai, Zan Yang, Yongxian Li

Proceedings of the 10th International Conference on CSCW in Design, 2006

2005

Achieving high availability and performance computing with an HA-OSCAR cluster.

Chokchai Leangsuksun, Lixin Shen, Tong Liu, Stephen L. Scott

Future Gener. Comput. Syst., 2005

2004

Biorthogonal wavelet system for high-resolution image reconstruction.

Lixin Shen, Qiyu Sun

IEEE Trans. Signal Process., 2004

High-resolution image reconstruction with displacement errors: A framelet approach.

Raymond H. Chan, Sherman D. Riemenschneider, Lixin Shen, Zuowei Shen

Int. J. Imaging Syst. Technol., 2004

A New Blind Source Separation Method Based on Fractional Lower Order Statistics and Neural Network.

Daifeng Zha, Tianshuang Qiu, Hong Tang, Yongmei Sun, Sen Li, Lixin Shen

Proceedings of the Advances in Neural Networks, 2004

Surface Denoising Using a Tight Frame.

Ioannis A. Kakadiaris, Lixin Shen, Manos Papadakis, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman

Proceedings of the 2004 Computer Graphics International (CGI 2004), 16-19 June 2004, 2004

2003

Wavelet Algorithms for High-Resolution Image Reconstruction.

Raymond H. Chan, Tony F. Chan, Lixin Shen, Zuowei Shen

SIAM J. Sci. Comput., 2003

Reliability Modeling Using UML.

Chokchai Leangsuksun, Hertong Song, Lixin Shen

Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Dependability Prediction of High Availability OSCAR Cluster Server.

Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

Availability Prediction and Modeling of High Availability OSCAR Cluster.

Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott

Proceedings of the 2003 IEEE International Conference on Cluster Computing (CLUSTER 2003), 2003

2002

Image deconvolution using wavelet-based regularization.

Lixin Shen

J. Electronic Imaging, 2002

m-HDAF multiresolution deformable models.

Ioannis A. Kakadiaris, Manos Papadakis, Lixin Shen, Donald Kouri, David K. Hoffman

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

g-HDAF Multiresolution Deformable Models for Shape Modeling and Reconstruction.

Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman

Proceedings of the British Machine Vision Conference 2002, 2002

g-HDAF Multiresolution Deformable Models.

Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman

Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002

2001

On a family of orthonormal scalar wavelets and related balanced multiwavelets.

Lixin Shen, Hwee Huat Tan

IEEE Trans. Signal Process., 2001

A data-adaptive knot selection scheme for fitting splines.

Xuming He, Lixin Shen, Zuowei Shen

IEEE Signal Process. Lett., 2001

2000

A general approach for analysis and application of discrete multiwavelet transforms.

Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan

IEEE Trans. Signal Process., 2000

Some properties of symmetric-antisymmetric orthonormal multiwavelets.

Lixin Shen, Hwee Huat Tan, Jo Yew Tham

IEEE Trans. Signal Process., 2000

On the convergence of multiwavelet thresholding.

Lixin Shen, Hwee Huat Tan

Proceedings of the 10th European Signal Processing Conference, 2000

1999

New biorthogonal multiwavelets for image compression.

Hwee Huat Tan, Lixin Shen, Jo Yew Tham

Signal Process., 1999

A new multifilter design property for multiwavelet image compression.

Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

A special class of orthonormal wavelets: theory, implementations, and applications.

Lixin Shen, Jo Yew Tham, Seng Luan Lee, Hwee Huat Tan

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999