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Lixin Shen
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2020 – today
- 2024
- [j53]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): 67 (2024) - [j52]Feng Yu, Lixin Shen, Guohui Song:
Hyperparameter Estimation for Sparse Bayesian Learning Models. SIAM/ASA J. Uncertain. Quantification 12(3): 759-787 (2024) - [j51]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: 111917 (2024) - [j50]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): 888-916 (2024) - [c28]Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou:
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. AAAI 2024: 8217-8225 - [i9]Feng Yu, Lixin Shen, Guohui Song:
Hyperparameter Estimation for Sparse Bayesian Learning Models. CoRR abs/2401.02544 (2024) - [i8]Qi Zhang, Yi Zhou, Ashley Prater-Bennette, Lixin Shen, Shaofeng Zou:
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization. CoRR abs/2404.01200 (2024) - [i7]Lixin Shen, Rui Wang, Yuesheng Xu, Mingsong Yan:
Sparse Deep Learning Models with the ℓ1 Regularization. CoRR abs/2408.02801 (2024) - 2022
- [j49]Ashley Prater-Bennette, Lixin Shen, Erin E. Tripp:
The Proximity Operator of the Log-Sum Penalty. J. Sci. Comput. 93(2): 67 (2022) - 2021
- [j48]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: 113208 (2021) - [j47]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): 4841-4854 (2021) - [c27]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: 1013-1017 - 2020
- [j46]Stephen D. Farnham, Lixin Shen, Bruce W. Suter:
Principal Component Projection with Low-Degree Polynomials. J. Sci. Comput. 85(2): 52 (2020) - [j45]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): 1595-1629 (2020) - [i6]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 abs/2001.03166 (2020) - [i5]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 abs/2002.07633 (2020)
2010 – 2019
- 2019
- [j44]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): 991-1009 (2019) - [j43]Yi Zhou, Yingbin Liang, Lixin Shen:
A simple convergence analysis of Bregman proximal gradient algorithm. Comput. Optim. Appl. 73(3): 903-912 (2019) - [j42]Lixin Shen, Bruce W. Suter, Erin E. Tripp:
Structured Sparsity Promoting Functions. J. Optim. Theory Appl. 183(2): 386-421 (2019) - [c26]Jiaxin Cai, Lixin Shen, Zhihong Jin:
Empty Container Repositioning with Consideration of Free Detention Time and Liner Carrier Cooperation. SMC 2019: 2097-2102 - 2018
- [j41]Jian Lu, Ke Qiao, Lixin Shen, Yuru Zou:
Fixed-point algorithms for a TVL1 image restoration model. Int. J. Comput. Math. 95(9): 1829-1844 (2018) - [c25]Ashley Prater-Bennette, Lixin Shen:
Sparse Tensor Recovery via N-Mode FISTA with Support Augmentation. GlobalSIP 2018: 1363-1367 - [i4]Ashley Prater-Bennette, Lixin Shen:
Sparse tensor recovery via N-mode FISTA with support augmentation. CoRR abs/1807.03109 (2018) - 2017
- [j40]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): 1750009:1-1750009:19 (2017) - 2016
- [j39]Lixin Shen, Bruce W. Suter:
One-bit compressive sampling via ℓ 0 minimization. EURASIP J. Adv. Signal Process. 2016: 71 (2016) - [j38]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: 12 (2016) - [j37]Feishe Chen, Lixin Shen, Bruce W. Suter:
Computing the proximity operator of the ℓp norm with 0 < p < 1. IET Signal Process. 10(5): 557-565 (2016) - [j36]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): 711-716 (2016) - [j35]Yanran 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): 794-821 (2016) - [j34]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): 306-321 (2016) - [c24]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: 1-10 - [i3]Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang:
Overcomplete Tensor Decomposition via Convex Optimization. CoRR abs/1602.08614 (2016) - 2015
- [j33]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): 387-422 (2015) - [j32]Ashley Prater, Lixin Shen, Bruce W. Suter:
Finding Dantzig selectors with a proximity operator based fixed-point algorithm. Comput. Stat. Data Anal. 90: 36-46 (2015) - [j31]Feishe Chen, Lixin Shen, Bruce W. Suter, Yuesheng Xu:
A fast and accurate algorithm for ℓ 1 minimization problems in compressive sampling. EURASIP J. Adv. Signal Process. 2015: 65 (2015) - [j30]Ashley Prater, Lixin Shen:
Separation of undersampled composite signals using the Dantzig selector with overcomplete dictionaries. IET Signal Process. 9(3): 226-234 (2015) - [j29]Bo Wang, Zemin Cai, Lixin Shen, Tianshu Liu:
An analysis of physics-based optical flow. J. Comput. Appl. Math. 276: 62-80 (2015) - [c23]Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang:
Overcomplete tensor decomposition via convex optimization. CAMSAP 2015: 53-56 - [c22]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: 231-238 - 2014
- [j28]Feishe Chen, Lixin Shen, Bruce Wilsey Suter, Yuesheng Xu:
Nesterov's algorithm solving dual formulation for compressed sensing. J. Comput. Appl. Math. 260: 1-17 (2014) - [j27]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: 52-68 (2014) - [j26]Binbin Pan, Jian-Huang Lai, Lixin Shen:
Ideal regularization for learning kernels from labels. Neural Networks 56: 22-34 (2014) - [c21]Bhavya Kailkhura, Thakshila Wimalajeewa, Lixin Shen, Pramod K. Varshney:
Distributed Compressive Detection with Perfect Secrecy. MASS 2014: 674-679 - [c20]Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen:
Sparse sensor selection for nonparametric decentralized detection via L1 regularization. MLSP 2014: 1-6 - 2013
- [j25]Charles A. Micchelli, Lixin Shen, Yuesheng Xu, Xueying Zeng:
Proximity algorithms for the L1/TV image denoising model. Adv. Comput. Math. 38(2): 401-426 (2013) - [j24]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): 282-298 (2013) - [j23]Yan-Ran Li, Lixin Shen, Bruce Wilsey Suter:
Adaptive Inpainting Algorithm Based on DCT Induced Wavelet Regularization. IEEE Trans. Image Process. 22(2): 752-763 (2013) - [i2]Lixin Shen, Bruce Wilsey Suter:
Blind One-Bit Compressive Sampling. CoRR abs/1302.1419 (2013) - 2012
- [c19]Binbin Pan, Jian-Huang Lai, Lixin Shen:
Learning kernels from labels with ideal regularization. ICPR 2012: 505-508 - 2011
- [j22]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): 1822-1837 (2011) - [i1]Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil, Lixin Shen, Yuesheng Xu:
Efficient First Order Methods for Linear Composite Regularizers. CoRR abs/1104.1436 (2011) - 2010
- [j21]Lihui Tan, Lixin Shen, Lihua Yang:
Rational orthogonal bases satisfying the Bedrosian identity. Adv. Comput. Math. 33(3): 285-303 (2010) - [j20]Yan-Ran Li, Dao-Qing Dai, Lixin Shen:
Multiframe Super-Resolution Reconstruction Using Sparse Directional Regularization. IEEE Trans. Circuits Syst. Video Technol. 20(7): 945-956 (2010)
2000 – 2009
- 2009
- [j19]Lixin Shen, Yuesheng Xu:
Preface. Adv. Comput. Math. 31(1-3): 1-4 (2009) - [j18]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): 87-113 (2009) - [j17]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) - [j16]Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen:
Simultaneously inpainting in image and transformed domains. Numerische Mathematik 112(4): 509-533 (2009) - [c18]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: 34-37 - 2008
- [j15]Jian-Feng Cai, Raymond H. Chan, Lixin Shen, Zuowei Shen:
Restoration of Chopped and Nodded Images by Framelets. SIAM J. Sci. Comput. 30(3): 1205-1227 (2008) - [c17]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: 71-75 - [c16]Jun Zhai, Lixin Shen, Yiduo Liang, Jiatao Jiang:
Application of Fuzzy Ontology to Information Retrieval for Electronic Commerce. ISECS 2008: 221-225 - 2007
- [j14]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) - [j13]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. 54-I(8): 1788-1799 (2007) - [c15]Jun Zhai, Zhou Zhou, Zhiman Shi, Lixin Shen:
An Integrated Information Platform for Intelligent Transportation Systems Based on Ontology. CONFENIS (1) 2007: 787-796 - [c14]Liang Zhang, Lixin Shen, Xinlian Xie, Junyu Wang:
Virtual Logistics Enterprise System Integration Model Based on SOA. SKG 2007: 606-607 - 2006
- [j12]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: 57850:1-57850:11 (2006) - [j11]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): 1254-1263 (2006) - [c13]Song Xu, Lixin Shen, Jun Zhai, Zan Yang, Yongxian Li:
Research on Virtual Logistic Enterprises Partners Selection Method Based on CLIQUE. CSCWD 2006: 1263-1267 - 2005
- [j10]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): 597-606 (2005) - [c12]Lixin Shen, Manos Papadakis, Ioannis A. Kakadiaris, Ioannis Konstantinidis, Donald Kouri, David K. Hoffman:
Image Denoising Using a Tight Frame. ICASSP (2) 2005: 641-644 - 2004
- [j9]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): 91-104 (2004) - [j8]Lixin Shen, Qiyu Sun:
Biorthogonal wavelet system for high-resolution image reconstruction. IEEE Trans. Signal Process. 52(7): 1997-2011 (2004) - [c11]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: 553-560 - [c10]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: 678-683 - 2003
- [j7]Raymond H. Chan, Tony F. Chan, Lixin Shen, Zuowei Shen:
Wavelet Algorithms for High-Resolution Image Reconstruction. SIAM J. Sci. Comput. 24(4): 1408-1432 (2003) - [c9]Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott:
Availability Prediction and Modeling of High Availability OSCAR Cluster. CLUSTER 2003: 380-386 - [c8]Chokchai Leangsuksun, Lixin Shen, Tong Liu, Hertong Song, Stephen L. Scott:
Dependability Prediction of High Availability OSCAR Cluster Server. PDPTA 2003: 227-230 - [c7]Chokchai Leangsuksun, Hertong Song, Lixin Shen:
Reliability Modeling Using UML. Software Engineering Research and Practice 2003: 259-262 - 2002
- [j6]Lixin Shen:
Image deconvolution using wavelet-based regularization. J. Electronic Imaging 11(1): 5-10 (2002) - [c6]Ioannis A. Kakadiaris, Emmanuel Papadakis, Lixin Shen, Donald J. Kouri, David K. Hoffman:
g-HDAF Multiresolution Deformable Models. AMDO 2002: 21-31 - [c5]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: 1-10 - [c4]Ioannis A. Kakadiaris, Manos Papadakis, Lixin Shen, Donald Kouri, David K. Hoffman:
m-HDAF multiresolution deformable models. DSP 2002: 505-508 - 2001
- [j5]Xuming He, Lixin Shen, Zuowei Shen:
A data-adaptive knot selection scheme for fitting splines. IEEE Signal Process. Lett. 8(5): 137-139 (2001) - [j4]Lixin Shen, Hwee Huat Tan:
On a family of orthonormal scalar wavelets and related balanced multiwavelets. IEEE Trans. Signal Process. 49(7): 1447-1453 (2001) - 2000
- [j3]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): 457-464 (2000) - [j2]Lixin Shen, Hwee Huat Tan, Jo Yew Tham:
Some properties of symmetric-antisymmetric orthonormal multiwavelets. IEEE Trans. Signal Process. 48(7): 2161-2163 (2000) - [c3]Lixin Shen, Hwee Huat Tan:
On the convergence of multiwavelet thresholding. EUSIPCO 2000: 1-4
1990 – 1999
- 1999
- [j1]Hwee Huat Tan, Lixin Shen, Jo Yew Tham:
New biorthogonal multiwavelets for image compression. Signal Process. 79(1): 45-65 (1999) - [c2]Lixin Shen, Jo Yew Tham, Seng Luan Lee, Hwee Huat Tan:
A special class of orthonormal wavelets: theory, implementations, and applications. ICASSP 1999: 1225-1228 - [c1]Jo Yew Tham, Lixin Shen, Seng Luan Lee, Hwee Huat Tan:
A new multifilter design property for multiwavelet image compression. ICASSP 1999: 1229-1232
Coauthor Index
aka: Bruce Wilsey Suter
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