A special class of orthonormal wavelets: theory, implementations, and applications. - Lixin Shen; Jo Yew Tham; Seng Luan Lee; Hwee Huat Tan (ICASSP, 1999)

A new multifilter design property for multiwavelet image compression. - Jo Yew Tham; Lixin Shen; Seng Luan Lee; Hwee Huat Tan (ICASSP, 1999)

New biorthogonal multiwavelets for image compression. - Hwee Huat Tan; Lixin Shen; Jo Yew Tham (Signal Process., 1999)

On the convergence of multiwavelet thresholding. - Lixin Shen; Hwee Huat Tan (EUSIPCO, 2000)

Some properties of symmetric-antisymmetric orthonormal multiwavelets. - Lixin Shen; Hwee Huat Tan; Jo Yew Tham (IEEE Trans. Signal Process., 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)

A data-adaptive knot selection scheme for fitting splines. - Xuming He 002; Lixin Shen; Zuowei Shen (IEEE Signal Process. Lett., 2001)

On a family of orthonormal scalar wavelets and related balanced multiwavelets. - Lixin Shen; Hwee Huat Tan (IEEE Trans. Signal Process., 2001)

g-HDAF Multiresolution Deformable Models. - Ioannis A. Kakadiaris; Emmanuel Papadakis 001; Lixin Shen; Donald J. Kouri; David K. Hoffman (AMDO, 2002)

g-HDAF Multiresolution Deformable Models for Shape Modeling and Reconstruction. - Ioannis A. Kakadiaris; Emmanuel Papadakis 001; Lixin Shen; Donald J. Kouri; David K. Hoffman (BMVC, 2002)

m-HDAF multiresolution deformable models. - Ioannis A. Kakadiaris; Manos Papadakis; Lixin Shen; Donald Kouri; David K. Hoffman (DSP, 2002)

Image deconvolution using wavelet-based regularization. - Lixin Shen (J. Electronic Imaging, 2002)

Availability Prediction and Modeling of High Availability OSCAR Cluster. - Chokchai Leangsuksun; Lixin Shen; Tong Liu 008; Hertong Song; Stephen L. Scott (CLUSTER, 2003)

Dependability Prediction of High Availability OSCAR Cluster Server. - Chokchai Leangsuksun; Lixin Shen; Tong Liu 008; Hertong Song; Stephen L. Scott (PDPTA, 2003)

Reliability Modeling Using UML. - Chokchai Leangsuksun; Hertong Song; Lixin Shen (Software Engineering Research and Practice, 2003)

Wavelet Algorithms for High-Resolution Image Reconstruction. - Raymond H. Chan; Tony F. Chan; Lixin Shen; Zuowei Shen (SIAM J. Sci. Comput., 2003)

Surface Denoising Using a Tight Frame. - Ioannis A. Kakadiaris; Lixin Shen; Manos Papadakis; Ioannis Konstantinidis 001; Donald J. Kouri; David K. Hoffman (Computer Graphics International, 2004)

A New Blind Source Separation Method Based on Fractional Lower Order Statistics and Neural Network. - Daifeng Zha; Tianshuang Qiu; Hong Tang 001; Yongmei Sun; Sen Li; Lixin Shen (ISNN (1), 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)

Biorthogonal wavelet system for high-resolution image reconstruction. - Lixin Shen; Qiyu Sun (IEEE Trans. Signal Process., 2004)

Achieving high availability and performance computing with an HA-OSCAR cluster. - Chokchai Leangsuksun; Lixin Shen; Tong Liu 008; Stephen L. Scott (Future Gener. Comput. Syst., 2005)

Research on Virtual Logistic Enterprises Partners Selection Method Based on CLIQUE. - Song Xu; Lixin Shen; Jun Zhai; Zan Yang; Yongxian Li (CSCWD, 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)

Image denoising using a tight frame. - Lixin Shen; Emmanuel Papadakis 001; Ioannis A. Kakadiaris; Ioannis Konstantinidis 001; Donald J. Kouri; David K. Hoffman (IEEE Trans. Image Process., 2006)

An Integrated Information Platform for Intelligent Transportation Systems Based on Ontology. - Jun Zhai; Zhou Zhou; Zhiman Shi; Lixin Shen (CONFENIS (1), 2007)

Virtual Logistics Enterprise System Integration Model Based on SOA. - Liang Zhang; Lixin Shen; Xinlian Xie; Junyu Wang (SKG, 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)

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)

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 (CIS (2), 2008)

Application of Fuzzy Ontology to Information Retrieval for Electronic Commerce. - Jun Zhai; Lixin Shen; Yiduo Liang; Jiatao Jiang (ISECS, 2008)

Restoration of Chopped and Nodded Images by Framelets. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (SIAM J. Sci. Comput., 2008)

A Detection Method for Bearing Faults of Marine Motors Based on Data Mining Algorithm. - Zhengyu Xue; YinHai Fan; MingBao Jiang; Lixin Shen (ISCID (2), 2009)

Convergence analysis of tight framelet approach for missing data recovery. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (Adv. Comput. Math., 2009)

Preface. - Lixin Shen; Yuesheng Xu (Adv. Comput. Math., 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)

Simultaneously inpainting in image and transformed domains. - Jian-Feng Cai 001; Raymond H. Chan; Lixin Shen; Zuowei Shen (Numerische Mathematik, 2009)

Rational orthogonal bases satisfying the Bedrosian identity. - Lihui Tan; Lixin Shen; Lihua Yang (Adv. Comput. Math., 2010)

Multiframe Super-Resolution Reconstruction Using Sparse Directional Regularization. - Yan-Ran Li 001; Dao-Qing Dai; Lixin Shen (IEEE Trans. Circuits Syst. Video Technol., 2010)

Efficient First Order Methods for Linear Composite Regularizers - Andreas Argyriou; Charles A. Micchelli; Massimiliano Pontil; Lixin Shen; Yuesheng Xu (CoRR, 2011)

Framelet Algorithms for De-Blurring Images Corrupted by Impulse Plus Gaussian Noise. - Yan-Ran Li 001; Lixin Shen; Dao-Qing Dai; Bruce Wilsey Suter (IEEE Trans. Image Process., 2011)

Learning kernels from labels with ideal regularization. - Binbin Pan; Jian-Huang Lai; Lixin Shen (ICPR, 2012)

Proximity algorithms for the L1/TV image denoising model. - Charles A. Micchelli; Lixin Shen; Yuesheng Xu; Xueying Zeng (Adv. Comput. Math., 2013)

Blind One-Bit Compressive Sampling - Lixin Shen; Bruce Wilsey Suter (CoRR, 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)

Adaptive Inpainting Algorithm Based on DCT Induced Wavelet Regularization. - Yan-Ran Li 001; Lixin Shen; Bruce Wilsey Suter (IEEE Trans. Image Process., 2013)

Distributed Compressive Detection with Perfect Secrecy. - Bhavya Kailkhura; Thakshila Wimalajeewa; Lixin Shen; Pramod K. Varshney (MASS, 2014)

Sparse sensor selection for nonparametric decentralized detection via L1 regularization. - Weiguang Wang; Yingbin Liang; Eric P. Xing; Lixin Shen (MLSP, 2014)

Nesterov's algorithm solving dual formulation for compressed sensing. - Feishe Chen; Lixin Shen; Bruce Wilsey Suter; Yuesheng Xu (J. Comput. Appl. Math., 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)

Ideal regularization for learning kernels from labels. - Binbin Pan; Jian-Huang Lai; Lixin Shen (Neural Networks, 2014)

Overcomplete tensor decomposition via convex optimization. - Qiuwei Li; Ashley Prater; Lixin Shen; Gongguo Tang (CAMSAP, 2015)

Sparsity-promoting sensor management for estimation: An energy balance point of view. - Sijia Liu 001; Feishe Chen; Aditya Vempaty; Makan Fardad; Lixin Shen; Pramod K. Varshney (FUSION, 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)

Finding Dantzig selectors with a proximity operator based fixed-point algorithm. - Ashley Prater; Lixin Shen; Bruce W. Suter (Comput. Stat. Data Anal., 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)

Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries. - Ashley Prater; Lixin Shen (IET Signal Process., 2015)

An analysis of physics-based optical flow. - Bo Wang 045; Zemin Cai; Lixin Shen; Tianshu Liu (J. Comput. Appl. Math., 2015)

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 (LISS, 2016)

One-bit compressive sampling via ℓ 0 minimization. - Lixin Shen; Bruce W. Suter (EURASIP J. Adv. 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)

Computing the proximity operator of the ℓp norm with 0 < p < 1. - Feishe Chen; Lixin Shen; Bruce W. Suter (IET Signal Process., 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)

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)

Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel. - Weiguang Wang; Yingbin Liang; Eric P. Xing; Lixin Shen (IEEE Trans. Signal Process., 2016)

A new total variation model for restoring blurred and speckle noisy images. - Jian Lu 002; Yupeng Chen; Yuru Zou; Lixin Shen (Int. J. Wavelets Multiresolution Inf. Process., 2017)

Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation. - Ashley Prater-Bennette; Lixin Shen (GlobalSIP, 2018)

Fixed-point algorithms for a TVL1 image restoration model. - Jian Lu 002; Ke Qiao; Lixin Shen; Yuru Zou (Int. J. Comput. Math., 2018)

Empty Container Repositioning with Consideration of Free Detention Time and Liner Carrier Cooperation. - Jiaxin Cai; Lixin Shen; Zhihong Jin (SMC, 2019)

Ultrasound image restoration based on a learned dictionary and a higher-order MRF. - Jian Lu 002; Hanmei Yang; Lixin Shen; Yuru Zou (Comput. Math. Appl., 2019)

A simple convergence analysis of Bregman proximal gradient algorithm. - Yi Zhou 017; Yingbin Liang; Lixin Shen (Comput. Optim. Appl., 2019)

Structured Sparsity Promoting Functions. - Lixin Shen; Bruce W. Suter; Erin E. Tripp (J. Optim. Theory Appl., 2019)

Principal Component Projection with Low-Degree Polynomials. - Stephen D. Farnham; Lixin Shen; Bruce W. Suter (J. Sci. Comput., 2020)

Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm. - Xiaoxia Liu; Jian Lu 002; Lixin Shen; Chen Xu 004; Yuesheng Xu (SIAM J. Imaging Sci., 2020)

On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit. - Pranay Sharma; Prashant Khanduri; Lixin Shen; Donald J. Bucci; Pramod K. Varshney (ACSCC, 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)

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)

The Proximity Operator of the Log-Sum Penalty. - Ashley Prater-Bennette; Lixin Shen; Erin E. Tripp (J. Sci. Comput., 2022)

Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. - Qi Zhang 069; Yi Zhou 017; Ashley Prater-Bennette; Lixin Shen; Shaofeng Zou (AAAI, 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)

Sparse Deep Learning Models with the ℓ1 Regularization. - Lixin Shen; Rui Wang 096; Yuesheng Xu; Mingsong Yan (CoRR, 2024)

Hyperparameter Estimation for Sparse Bayesian Learning Models. - Feng Yu; Lixin Shen; Guohui Song (SIAM/ASA J. Uncertain. Quantification, 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)

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)

Revisiting Large-Scale Non-convex Distributionally Robust Optimization. - Qi Zhang 069; Yi Zhou 017; Simon Khan; Ashley Prater-Bennette; Lixin Shen; Shaofeng Zou (ICLR, 2025)

Enhancing Noise Robustness in Focus Measure Using Tight Framelet Features. - Yan-Ran Li 001; Junwei Liu; Zhangtao Ye; Lixin Shen; Xiaosheng Zhuang (IEEE Signal Process. Lett., 2025)

Sparse Recovery: The Square of ℓ 1/ℓ 2 Norms. - Jianqing Jia; Ashley Prater-Bennette; Lixin Shen; Erin E. Tripp (J. Sci. Comput., 2025)