Lixin Shen

94 papers A* 2A 1B 3C 4Misc 3Journal 65Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Computing Proximity Operators of Scale and Signed Permutation Invariant Functions.
J. Optim. Theory Appl.
Jianqing Jia, Ashley Prater-Bennette, Lixin Shen
2025 J jnl
Enhancing Noise Robustness in Focus Measure Using Tight Framelet Features.
IEEE Signal Process. Lett.
Yan-Ran Li, Junwei Liu, Zhangtao Ye, Lixin Shen, Xiaosheng Zhuang
2025 A* conf
Revisiting Large-Scale Non-convex Distributionally Robust Optimization.
ICLR
Qi Zhang, Yi Zhou, Simon Khan, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
2025 J jnl
Sparse Recovery: The Square of ℓ
J. Sci. Comput.
Jianqing Jia, Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp
2024 J jnl
Exploring Structural Sparsity of Coil Images from 3-Dimensional Directional Tight Framelets for SENSE Reconstruction.
SIAM J. Imaging Sci.
Yanran Li, Raymond H. Chan, Lixin Shen, Xiaosheng Zhuang, Risheng Wu, Yijun Huang, Junwei Liu
2024 J jnl
Fusion of low-rankness and smoothness under learnable nonlinear transformation for tensor completion.
Knowl. Based Syst.
Yigong Zhang, Zhihui Tu, Jian Lu, Chen Xu, Lixin Shen
2024 J jnl
Hyperparameter Estimation for Sparse Bayesian Learning Models.
CoRR
Feng Yu, Lixin Shen, Guohui Song
2024 J jnl
Hyperparameter Estimation for Sparse Bayesian Learning Models.
SIAM/ASA J. Uncertain. Quantification
Feng Yu, Lixin Shen, Guohui Song
2024 A* conf
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization.
AAAI
Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
2024 J jnl
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization.
CoRR
Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou
2024 J jnl
Research on Multimodal Transport of Electronic Documents Based on Blockchain.
Big Data Cogn. Comput.
Xueqi Qian, Lixin Shen, Dong Yang, Zhiwen Zhang, Zhihong Jin
2024 J jnl
Sparse Deep Learning Models with the ℓ
CoRR
Lixin Shen, Rui Wang, Yuesheng Xu, Mingsong Yan
2022 J jnl
The Proximity Operator of the Log-Sum Penalty.
J. Sci. Comput.
Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp
2021 J jnl
Fixed-point proximity algorithms solving an incomplete Fourier transform model for seismic wavefield modeling.
J. Comput. Appl. Math.
Tingting Wu, Lixin Shen, Yuesheng Xu
2021 — conf
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit.
ACSCC
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci, Pramod K. Varshney
2021 J jnl
Transportation routes evaluation: A delphi and CFPR approach.
J. Intell. Fuzzy Syst.
Lixin Shen, Shengnan Yu, Xiaowen Shi, Thi Phuong Thao Doan, Zaili Yang, Bin Xu
2020 J jnl
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm.
CoRR
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
2020 J jnl
Multiplicative Noise Removal: Nonlocal Low-Rank Model and Its Proximal Alternating Reweighted Minimization Algorithm.
SIAM J. Imaging Sci.
Xiaoxia Liu, Jian Lu, Lixin Shen, Chen Xu, Yuesheng Xu
2020 J jnl
On Distributed Online Convex Optimization with Sublinear Dynamic Regret and Fit.
CoRR
Pranay Sharma, Prashant Khanduri, Lixin Shen, Donald J. Bucci Jr., Pramod K. Varshney
2020 J jnl
Principal Component Projection with Low-Degree Polynomials.
J. Sci. Comput.
Stephen D. Farnham, Lixin Shen, Bruce W. Suter
2019 J jnl
A simple convergence analysis of Bregman proximal gradient algorithm.
Comput. Optim. Appl.
Yi Zhou, Yingbin Liang, Lixin Shen
2019 B conf
Empty Container Repositioning with Consideration of Free Detention Time and Liner Carrier Cooperation.
SMC
Jiaxin Cai, Lixin Shen, Zhihong Jin
2019 J jnl
Structured Sparsity Promoting Functions.
J. Optim. Theory Appl.
Lixin Shen, Bruce W. Suter, Erin E. Tripp
2019 J jnl
Ultrasound image restoration based on a learned dictionary and a higher-order MRF.
Comput. Math. Appl.
Jian Lu, Hanmei Yang, Lixin Shen, Yuru Zou
2018 J jnl
Fixed-point algorithms for a TVL1 image restoration model.
Int. J. Comput. Math.
Jian Lu, Ke Qiao, Lixin Shen, Yuru Zou
2018 — conf
Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation.
GlobalSIP
Ashley Prater-Bennette, Lixin Shen
2018 J jnl
Sparse tensor recovery via N-mode FISTA with support augmentation.
CoRR
Ashley Prater-Bennette, Lixin Shen
2017 J jnl
A new total variation model for restoring blurred and speckle noisy images.
Int. J. Wavelets Multiresolution Inf. Process.
Jian Lu, Yupeng Chen, Yuru Zou, Lixin Shen
2016 J jnl
An Adaptive Directional Haar Framelet-Based Reconstruction Algorithm for Parallel Magnetic Resonance Imaging.
SIAM J. Imaging Sci.
Yanran Li, Raymond H. Chan, Lixin Shen, Yung-Chin Hsu, Wen-Yih Isaac Tseng
2016 — conf
An effective heuristic algorithm to solve tractor-and-trailer transportation scheduling problem with time windows.
LISS
Zhenhua Yang, Lei Xing, Shujuan Guo, Lixin Shen, Zhihong Jin
2016 J jnl
Computing the proximity operator of the ℓ
IET Signal Process.
Feishe Chen, Lixin Shen, Bruce W. Suter
2016 J jnl
Identity management based on PCA and SVM.
Inf. Syst. Frontiers
Lixin Shen, Hong Wang, Li Da Xu, Xue Ma, Sohail S. Chaudhry, Wu He
2016 J jnl
Minimizing Compositions of Functions Using Proximity Algorithms with Application in Image Deblurring.
Frontiers Appl. Math. Stat.
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
2016 J jnl
Nonparametric Decentralized Detection and Sparse Sensor Selection Via Weighted Kernel.
IEEE Trans. Signal Process.
Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen
2016 J jnl
One-bit compressive sampling via
EURASIP J. Adv. Signal Process.
Lixin Shen, Bruce W. Suter
2016 J jnl
Overcomplete Tensor Decomposition via Convex Optimization.
CoRR
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
2015 J jnl
A fast and accurate algorithm for ℓ
EURASIP J. Adv. Signal Process.
Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu
2015 J jnl
An analysis of physics-based optical flow.
J. Comput. Appl. Math.
Bo Wang, Zemin Cai, Lixin Shen, Tianshu Liu
2015 J jnl
Finding Dantzig selectors with a proximity operator based fixed-point algorithm.
Comput. Stat. Data Anal.
Ashley Prater, Lixin Shen, Bruce W. Suter
2015 J jnl
Multi-step fixed-point proximity algorithms for solving a class of optimization problems arising from image processing.
Adv. Comput. Math.
Qia Li, Lixin Shen, Yuesheng Xu, Na Zhang
2015 — conf
Overcomplete tensor decomposition via convex optimization.
CAMSAP
Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang
2015 J jnl
Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries.
IET Signal Process.
Ashley Prater, Lixin Shen
2015 C conf
Sparsity-promoting sensor management for estimation: An energy balance point of view.
FUSION
Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney
2014 B conf
Distributed Compressive Detection with Perfect Secrecy.
MASS
Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney
2014 J jnl
Ideal regularization for learning kernels from labels.
Neural Networks
Binbin Pan, Jian-Huang Lai, Lixin Shen
2014 J jnl
Nesterov's algorithm solving dual formulation for compressed sensing.
J. Comput. Appl. Math.
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
2014 J jnl
Reprint of "Nesterov's algorithm solving dual formulation for compressed sensing".
J. Comput. Appl. Math.
Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu
2014 — conf
Sparse sensor selection for nonparametric decentralized detection via L1 regularization.
MLSP
Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen
2013 J jnl
A probabilistic kernel approach for solving the multi-instance learning problems with different assumptions.
Int. J. Adv. Oper. Manag.
Lixin Shen, Jianjun He, Shuang Qiao
2013 J jnl
Adaptive Inpainting Algorithm Based on DCT Induced Wavelet Regularization.
IEEE Trans. Image Process.
Yan-Ran Li, Lixin Shen, Bruce Wilsey Suter
2013 J jnl
Blind One-Bit Compressive Sampling
CoRR
Lixin Shen, Bruce Wilsey Suter
2013 J jnl
Proximity algorithms for the L1/TV image denoising model.
Adv. Comput. Math.
Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng
2012 B conf
Learning kernels from labels with ideal regularization.
ICPR
Binbin Pan, Jian-Huang Lai, Lixin Shen
2011 J jnl
Efficient First Order Methods for Linear Composite Regularizers
CoRR
Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu
2011 J jnl
Framelet Algorithms for De-Blurring Images Corrupted by Impulse Plus Gaussian Noise.
IEEE Trans. Image Process.
Yan-Ran Li, Lixin Shen, Dao-Qing Dai, Bruce Wilsey Suter
2010 J jnl
Multiframe Super-Resolution Reconstruction Using Sparse Directional Regularization.
IEEE Trans. Circuits Syst. Video Technol.
Yan-Ran Li, Dao-Qing Dai, Lixin Shen
2010 J jnl
Rational orthogonal bases satisfying the Bedrosian identity.
Adv. Comput. Math.
Lihui Tan, Lixin Shen, Lihua Yang
2009 — conf
A Detection Method for Bearing Faults of Marine Motors Based on Data Mining Algorithm.
ISCID (2)
Zhengyu Xue, Yinhai Fan, MingBao Jiang, Lixin Shen
2009 J jnl
Bounds for Eigenvalues of Arrowhead Matrices and Their Applications to Hub Matrices and Wireless Communications.
EURASIP J. Adv. Signal Process.
Lixin Shen, Bruce Wilsey Suter
2009 J jnl
Convergence analysis of tight framelet approach for missing data recovery.
Adv. Comput. Math.
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2009 J jnl
Preface.
Adv. Comput. Math.
Lixin Shen, Yuesheng Xu
2009 J jnl
Simultaneously inpainting in image and transformed domains.
Numerische Mathematik
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2008 — conf
Application of Fuzzy Ontology to Information Retrieval for Electronic Commerce.
ISECS
Jun Zhai, Lixin Shen, Yiduo Liang, Jiatao Jiang
2008 — conf
Research on the Business Operation Model Based on Semantic Web Service and MAS.
CIS (2)
Hao Xu, Lixin Shen, Xinlian Xie, Qinglian Wang, Yan Liu, Kejia Wang
2008 J jnl
Restoration of Chopped and Nodded Images by Framelets.
SIAM J. Sci. Comput.
Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen
2007 — conf
An Integrated Information Platform for Intelligent Transportation Systems Based on Ontology.
CONFENIS (1)
Jun Zhai, Zhou Zhou, Zhiman Shi, Lixin Shen
2007 J jnl
Multi-Parameter Regularization Methods for High-Resolution Image Reconstruction With Displacement Errors.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yao Lu, Lixin Shen, Yuesheng Xu
2007 J jnl
Super Edge-Magic Labelings of Generalized Petersen Graphs P(n, 3).
Ars Comb.
Xirong Xu, Yuansheng Yang, Xi Yue, Khandoker Mohammed Mominul Haque, Lixin Shen
2007 — conf
Virtual Logistics Enterprise System Integration Model Based on SOA.
SKG
Liang Zhang, Lixin Shen, Xinlian Xie, Junyu Wang
2006 J jnl
Image denoising using a tight frame.
IEEE Trans. Image Process.
Lixin Shen, Emmanuel Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman
2006 C conf
Research on Virtual Logistic Enterprises Partners Selection Method Based on CLIQUE.
CSCWD
Song Xu, Lixin Shen, Jun Zhai, Zan Yang, Yongxian Li
2006 J jnl
Unsupervised Detection of Suspicious Tissue Using Data Modeling and PCA.
Int. J. Biomed. Imaging
Ikhlas Abdel-Qader, Lixin Shen, Christina Jacobs, Fadi Abu-Amara, Sarah Pashaie-Rad
2005 J jnl
Achieving high availability and performance computing with an HA-OSCAR cluster.
Future Gener. Comput. Syst.
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Stephen L. Scott
2005 — conf
Image Denoising Using a Tight Frame.
ICASSP (2)
Lixin Shen, Manos Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald Kouri, David K. Hoffman
2004 — conf
A New Blind Source Separation Method Based on Fractional Lower Order Statistics and Neural Network.
ISNN (1)
Daifeng Zha, Tianshuang Qiu, Hong Tang, Yongmei Sun, Sen Li, Lixin Shen
2004 J jnl
Biorthogonal wavelet system for high-resolution image reconstruction.
IEEE Trans. Signal Process.
Lixin Shen, Qiyu Sun
2004 J jnl
High-resolution image reconstruction with displacement errors: A framelet approach.
Int. J. Imaging Syst. Technol.
Raymond H. Chan, Sherman D. Riemenschneider, Lixin Shen, Zuowei Shen
2004 C conf
Surface Denoising Using a Tight Frame.
Computer Graphics International
Ioannis A. Kakadiaris, Lixin Shen, Manos Papadakis, Ioannis Konstantinidis, Donald J. Kouri, David K. Hoffman
2003 C conf
Availability Prediction and Modeling of High Availability OSCAR Cluster.
CLUSTER
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott
2003 Misc conf
Dependability Prediction of High Availability OSCAR Cluster Server.
PDPTA
Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott
2003 — conf
Reliability Modeling Using UML.
Software Engineering Research and Practice
Chokchai Leangsuksun, Hertong Song, Lixin Shen
2003 J jnl
Wavelet Algorithms for High-Resolution Image Reconstruction.
SIAM J. Sci. Comput.
Raymond H. Chan, Tony F. Chan, Lixin Shen, Zuowei Shen
2002 J jnl
Image deconvolution using wavelet-based regularization.
J. Electronic Imaging
Lixin Shen
2002 A conf
g-HDAF Multiresolution Deformable Models for Shape Modeling and Reconstruction.
BMVC
Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman
2002 — conf
g-HDAF Multiresolution Deformable Models.
AMDO
Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman
2002 — conf
m-HDAF multiresolution deformable models.
DSP
Ioannis A. Kakadiaris, Manos Papadakis, Lixin Shen, Donald Kouri, David K. Hoffman
2001 J jnl
A data-adaptive knot selection scheme for fitting splines.
IEEE Signal Process. Lett.
Xuming He, Lixin Shen, Zuowei Shen
2001 J jnl
On a family of orthonormal scalar wavelets and related balanced multiwavelets.
IEEE Trans. Signal Process.
Lixin Shen, Hwee Huat Tan
2000 J jnl
A general approach for analysis and application of discrete multiwavelet transforms.
IEEE Trans. Signal Process.
Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan
2000 — conf
On the convergence of multiwavelet thresholding.
EUSIPCO
Lixin Shen, Hwee Huat Tan
2000 J jnl
Some properties of symmetric-antisymmetric orthonormal multiwavelets.
IEEE Trans. Signal Process.
Lixin Shen, Hwee Huat Tan, Jo Yew Tham
1999 Misc conf
A new multifilter design property for multiwavelet image compression.
ICASSP
Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan
1999 Misc conf
A special class of orthonormal wavelets: theory, implementations, and applications.
ICASSP
Lixin Shen, Jo Yew Tham, Seng Luan Lee, Hwee Huat Tan
1999 J jnl
New biorthogonal multiwavelets for image compression.
Signal Process.
Hwee Huat Tan, Lixin Shen, Jo Yew Tham