Lixin Shen

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 31

Top Topics

Compressed Sensing

Electronic Documents

Dual Formulation

Image Restoration

Top Venues

J. Comput. Appl. Math.

SIAM J. Imaging Sci.

IET Signal Process.

Publications

Xueqi Qian, Lixin Shen, Dong Yang, Zhiwen Zhang, Zhihong Jin
Research on Multimodal Transport of Electronic Documents Based on Blockchain. Big Data Cogn. Comput. 8 (6) (2024)
Yigong Zhang, Zhihui Tu, Jian Lu, Chen Xu, Lixin Shen
Fusion of low-rankness and smoothness under learnable nonlinear transformation for tensor completion. Knowl. Based Syst. 296 (2024)
Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. AAAI (2024)
Feng Yu, Lixin Shen, Guohui Song
Hyperparameter Estimation for Sparse Bayesian Learning Models. CoRR (2024)
Yanran Li, Raymond H. Chan, Lixin Shen, Xiaosheng Zhuang, Risheng Wu, Yijun Huang, Junwei Liu
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction. SIAM J. Imaging Sci. 17 (2) (2024)
Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. CoRR (2024)
Feng Yu, Lixin Shen, Guohui Song
Hyperparameter Estimation for Sparse Bayesian Learning Models. SIAM/ASA J. Uncertain. Quantification 12 (3) (2024)
Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp
The Proximity Operator of the Log-Sum Penalty. J. Sci. Comput. 93 (2) (2022)
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. ACSCC (2021)
Tingting Wu, Lixin Shen, Yuesheng Xu
Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling. J. Comput. Appl. Math. 385 (2021)
Lixin Shen, Shengnan Yu, Xiaowen Shi, Thi Phuong Thao Doan, Zaili Yang, Bin Xu
Transportation routes evaluation: A delphi and CFPR approach. J. Intell. Fuzzy Syst. 41 (4) (2021)
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci Jr., Pramod K. Varshney
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. CoRR (2020)
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. CoRR (2020)
Stephen D. Farnham, Lixin Shen, Bruce W. Suter
Principal Component Projection with Low-Degree Polynomials. J. Sci. Comput. 85 (2) (2020)
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. SIAM J. Imaging Sci. 13 (3) (2020)
Jiaxin Cai, Lixin Shen, Zhihong Jin
Empty Container Repositioning with Consideration of Free Detention Time and Liner Carrier Cooperation. SMC (2019)
Yi Zhou, Yingbin Liang, Lixin Shen
A simple convergence analysis of Bregman proximal gradient algorithm. Comput. Optim. Appl. 73 (3) (2019)
Lixin Shen, Bruce W. Suter, Erin Tripp
Structured Sparsity Promoting Functions. J. Optim. Theory Appl. 183 (2) (2019)
Jian Lu, Hanmei Yang, Lixin Shen, Yuru Zou
Ultrasound image restoration based on a learned dictionary and a higher-order MRF. Comput. Math. Appl. 77 (4) (2019)
Ashley Prater-Bennette, Lixin Shen
Sparse tensor recovery via N-mode FISTA with support augmentation. CoRR (2018)
Jian Lu, Ke Qiao, Lixin Shen, Yuru Zou
Fixed-point algorithms for a TVL1 image restoration model. Int. J. Comput. Math. 95 (9) (2018)
Ashley Prater-Bennette, Lixin Shen
Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation. GlobalSIP (2018)
Jian Lu, Yupeng Chen, Yuru Zou, Lixin Shen
A new total variation model for restoring blurred and speckle noisy images. Int. J. Wavelets Multiresolution Inf. Process. 15 (2) (2017)
Lixin Shen, Bruce W. Suter
minimization. EURASIP J. Adv. Signal Process. 2016 (2016)
Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen
Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel. IEEE Trans. Signal Process. 64 (2) (2016)
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring. Frontiers Appl. Math. Stat. 2 (2016)
Feishe Chen, Lixin Shen, Bruce W. Suter
norm with 0 < p < 1. IET Signal Process. 10 (5) (2016)
Yan-Ran Li, Raymond H. Chan, Lixin Shen, Yung-Chin Hsu, Wen-Yih Isaac Tseng
An Adaptive Directional Haar Framelet-Based Reconstruction Algorithm for Parallel Magnetic Resonance Imaging. SIAM J. Imaging Sci. 9 (2) (2016)
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
Overcomplete Tensor Decomposition via Convex Optimization. CoRR (2016)
Zhenhua Yang, Lei Xing, Shujuan Guo, Lixin Shen, Zhihong Jin
An effective heuristic algorithm to solve tractor-and-trailer transportation scheduling problem with time windows. LISS (2016)
Lixin Shen, Hong Wang, Li Da Xu, Xue Ma, Sohail S. Chaudhry, Wu He
Identity management based on PCA and SVM. Inf. Syst. Frontiers 18 (4) (2016)
Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang
Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing. Adv. Comput. Math. 41 (2) (2015)
Ashley Prater, Lixin Shen
Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries. IET Signal Process. 9 (3) (2015)
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
minimization problems in compressive sampling. EURASIP J. Adv. Signal Process. 2015 (2015)
Bo Wang, Zemin Cai, Lixin Shen, Tianshu Liu
An analysis of physics-based optical flow. J. Comput. Appl. Math. 276 (2015)
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
Overcomplete tensor decomposition via convex optimization. CAMSAP (2015)
Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney
Sparsity-promoting sensor management for estimation: An energy balance point of view. FUSION (2015)
Ashley Prater, Lixin Shen, Bruce W. Suter
Finding Dantzig selectors with a proximity operator based fixed-point algorithm. Comput. Stat. Data Anal. 90 (2015)
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
Nesterov's algorithm solving dual formulation for compressed sensing. J. Comput. Appl. Math. 260 (2014)
Binbin Pan, Jian-Huang Lai, Lixin Shen
Ideal regularization for learning kernels from labels. Neural Networks 56 (2014)
Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney
Distributed Compressive Detection with Perfect Secrecy. MASS (2014)
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing". J. Comput. Appl. Math. 265 (2014)
Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen
Sparse sensor selection for nonparametric decentralized detection via L1 regularization. MLSP (2014)
Lixin Shen, Bruce Wilsey Suter
Blind One-Bit Compressive Sampling CoRR (2013)
Lixin Shen, Jianjun He, Shuang Qiao
A probabilistic kernel approach for solving the multi-instance learning problems with different assumptions. Int. J. Adv. Oper. Manag. 5 (3) (2013)
Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng
Proximity algorithms for the L1/TV image denoising model. Adv. Comput. Math. 38 (2) (2013)
Yan-Ran Li, Lixin Shen, Bruce Wilsey Suter
Adaptive Inpainting Algorithm Based on DCT Induced Wavelet Regularization. IEEE Trans. Image Process. 22 (2) (2013)
Binbin Pan, Jian-Huang Lai, Lixin Shen
Learning kernels from labels with ideal regularization. ICPR (2012)
Yan-Ran Li, Lixin Shen, Dao-Qing Dai, Bruce Wilsey Suter
Framelet Algorithms for De-Blurring Images Corrupted by Impulse Plus Gaussian Noise. IEEE Trans. Image Process. 20 (7) (2011)
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu
Efficient First Order Methods for Linear Composite Regularizers CoRR (2011)
Lihui Tan, Lixin Shen, Lihua Yang
Rational orthogonal bases satisfying the Bedrosian identity. Adv. Comput. Math. 33 (3) (2010)
Yan-Ran Li, Dao-Qing Dai, Lixin Shen
Multiframe Super-Resolution Reconstruction Using Sparse Directional Regularization. IEEE Trans. Circuits Syst. Video Technol. 20 (7) (2010)
Lixin Shen, Yuesheng Xu
Preface. Adv. Comput. Math. 31 (1-3) (2009)
Lixin Shen, Bruce Wilsey Suter
Bounds for Eigenvalues of Arrowhead Matrices and Their Applications to Hub Matrices and Wireless Communications. EURASIP J. Adv. Signal Process. 2009 (2009)
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
Simultaneously inpainting in image and transformed domains. Numerische Mathematik 112 (4) (2009)
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
Convergence analysis of tight framelet approach for missing data recovery. Adv. Comput. Math. 31 (1-3) (2009)
Zhengyu Xue, YinHai Fan, MingBao Jiang, Lixin Shen
A Detection Method for Bearing Faults of Marine Motors Based on Data Mining Algorithm. ISCID (2) (2009)
Jun Zhai, Lixin Shen, Yiduo Liang, Jiatao Jiang
Application of Fuzzy Ontology to Information Retrieval for Electronic Commerce. ISECS (2008)
Hao Xu, Lixin Shen, Xinlian Xie, Qinglian Wang, Yan Liu, Kejia Wang
Research on the Business Operation Model Based on Semantic Web Service and MAS. CIS (2) (2008)
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
Restoration of Chopped and Nodded Images by Framelets. SIAM J. Sci. Comput. 30 (3) (2008)
Yao Lu, Lixin Shen, Yuesheng Xu
Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2007)
Xirong Xu, Yuansheng Yang, Xi Yue, Khandoker Mohammed Mominul Haque, Lixin Shen
Super Edge-Magic Labelings of Generalized Petersen Graphs P(n, 3). Ars Comb. 85 (2007)
Liang Zhang, Lixin Shen, Xinlian Xie, Junyu Wang
Virtual Logistics Enterprise System Integration Model Based on SOA. SKG (2007)
Jun Zhai, Zhou Zhou, Zhiman Shi, Lixin Shen
An Integrated Information Platform for Intelligent Transportation Systems Based on Ontology. CONFENIS (1) (2007)
Ikhlas Abdel-Qader, Lixin Shen, Christina Jacobs, Fadi Abu-Amara, Sarah Pashaie-Rad
Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA. Int. J. Biomed. Imaging 2006 (2006)
Lixin Shen, Emmanuel Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman
Image denoising using a tight frame. IEEE Trans. Image Process. 15 (5) (2006)
Song Xu, Lixin Shen, Jun Zhai, Zan Yang, Yongxian Li
Research on Virtual Logistic Enterprises Partners Selection Method Based on CLIQUE. CSCWD (2006)
Lixin Shen, Manos Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald Kouri, David K. Hoffman
Image Denoising Using a Tight Frame. ICASSP (2) (2005)
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Stephen L. Scott
Achieving high availability and performance computing with an HA-OSCAR cluster. Future Gener. Comput. Syst. 21 (4) (2005)
Daifeng Zha, Tianshuang Qiu, Hong Tang, Yongmei Sun, Sen Li, Lixin Shen
A New Blind Source Separation Method Based on Fractional Lower Order Statistics and Neural Network. ISNN (1) (2004)
Raymond H. Chan, Sherman D. Riemenschneider, Lixin Shen, Zuowei Shen
High-resolution image reconstruction with displacement errors: A framelet approach. Int. J. Imaging Syst. Technol. 14 (3) (2004)
Lixin Shen, Qiyu Sun
Biorthogonal wavelet system for high-resolution image reconstruction. IEEE Trans. Signal Process. 52 (7) (2004)
Ioannis A. Kakadiaris, Lixin Shen, Manos Papadakis, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman
Surface Denoising Using a Tight Frame. Computer Graphics International (2004)
Chokchai Leangsuksun, Hertong Song, Lixin Shen
Reliability Modeling Using UML. Software Engineering Research and Practice (2003)
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott
Dependability Prediction of High Availability OSCAR Cluster Server. PDPTA (2003)
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott
Availability Prediction and Modeling of High Availability OSCAR Cluster. CLUSTER (2003)
Raymond H. Chan, Tony F. Chan, Lixin Shen, Zuowei Shen
Wavelet Algorithms for High-Resolution Image Reconstruction. SIAM J. Sci. Comput. 24 (4) (2003)
Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman
g-HDAF Multiresolution Deformable Models. AMDO (2002)
Lixin Shen
Image deconvolution using wavelet-based regularization. J. Electronic Imaging 11 (1) (2002)
Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman
g-HDAF Multiresolution Deformable Models for Shape Modeling and Reconstruction. BMVC (2002)
Ioannis A. Kakadiaris, Manos Papadakis, Lixin Shen, Donald Kouri, David K. Hoffman
m-HDAF multiresolution deformable models. DSP (2002)
Xuming He, Lixin Shen, Zuowei Shen
A data-adaptive knot selection scheme for fitting splines. IEEE Signal Process. Lett. 8 (5) (2001)
Lixin Shen, Hwee Huat Tan
On a family of orthonormal scalar wavelets and related balanced multiwavelets. IEEE Trans. Signal Process. 49 (7) (2001)
Lixin Shen, Hwee Huat Tan, Jo Yew Tham
Some properties of symmetric-antisymmetric orthonormal multiwavelets. IEEE Trans. Signal Process. 48 (7) (2000)
Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan
A general approach for analysis and application of discrete multiwavelet transforms. IEEE Trans. Signal Process. 48 (2) (2000)
Lixin Shen, Hwee Huat Tan
On the convergence of multiwavelet thresholding. EUSIPCO (2000)
Lixin Shen, Jo Yew Tham, Seng Luan Lee, Hwee Huat Tan
A special class of orthonormal wavelets: theory, implementations, and applications. ICASSP (1999)
Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan
A new multifilter design property for multiwavelet image compression. ICASSP (1999)
Hwee Huat Tan, Lixin Shen, Jo Yew Tham
New biorthogonal multiwavelets for image compression. Signal Process. 79 (1) (1999)