Youshen Xia

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 43

Top Venues

CISP-BMEI

IEEE Trans. Neural Networks Learn. Syst.

Neurocomputing

IEEE Trans. Cybern.

Publications

Youshen Xia, Qingshan Liu, Jun Wang, Andrzej Cichocki
A Survey of Neurodynamic Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Youshen Xia, Jun Wang, Zhen-Yu Lu, Liqing Huang
Two Recurrent Neural Networks With Reduced Model Complexity for Constrained l₁-Norm Optimization. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Songchuan Zhang, Youshen Xia
Matrix-type Recurrent Neural Network For Fast Solving Complex-variable ℓ1-norm Optimization. ICCAI (2023)
Songchuan Zhang, Yonghui Xia, Youshen Xia, Jun Wang
Matrix-Form Neural Networks for Complex-Variable Basis Pursuit Problem With Application to Sparse Signal Reconstruction. IEEE Trans. Cybern. 52 (7) (2022)
Shu Zhang, Youshen Xia
4D computed tomography super-resolution reconstruction based on tensor product and nuclear norm optimization. Pattern Recognit. 121 (2022)
Liqing Huang, Youshen Xia
Fast Image Restoration Using A Simplified Matrix-Type Recurrent Neural Network. CISP-BMEI (2022)
Liqing Huang, Youshen Xia, Tiantian Ye
Effective Blind Image Deblurring Using Matrix-Variable Optimization. IEEE Trans. Image Process. 30 (2021)
Shu Zhang, Youshen Xia
CT image reconstruction algorithms: A comprehensive survey. Concurr. Comput. Pract. Exp. 33 (8) (2021)
Liqing Huang, Youshen Xia
Fast Blind Image Super Resolution Using Matrix-Variable Optimization. IEEE Trans. Circuits Syst. Video Technol. 31 (3) (2021)
Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration. Neural Process. Lett. 53 (3) (2021)
Tiantian Ye, Youshen Xia
Matrix-Type Neural Dynamical Methods for Matrix-Variable Nonlinear Programming with Linear Constraints. ICACI (2020)
Liqing Huang, Youshen Xia
Joint blur kernel estimation and CNN for blind image restoration. Neurocomputing 396 (2020)
Xiaoyu Du, Youshen Xia
Natural Images Enhancement Using Structure Extraction and Retinex. ACIVS (2020)
Youshen Xia, Jun Wang, Wenzhong Guo
Two Projection Neural Networks With Reduced Model Complexity for Nonlinear Programming. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Liqing Huang, Youshen Xia
A 2D Observation Model-Based Algorithm for Blind Single Image Super-Resolution Reconstruction. ICACI (2019)
Jingxian Tu, Youshen Xia
Effective Kalman filtering algorithm for distributed multichannel speech enhancement. Neurocomputing 275 (2018)
Changzhong Zou, Youshen Xia
Bayesian dictionary learning for hyperspectral image super resolution in mixed Poisson-Gaussian noise. Signal Process. Image Commun. 60 (2018)
Wei Hua, Youshen Xia
Low-Light Image Enhancement Based on Joint Generative Adversarial Network and Image Quality Assessment. CISP-BMEI (2018)
Lingmei Huang, Youshen Xia, Songchuan Zhang
Two Matrix-Type Projection Neural Networks for Solving Matrix-Valued Optimization Problems. ICONIP (2) (2018)
Yu Chen, Youshen Xia, Chenwang Wu
A Crop-Based Multi-Branch Network for Matching Cost Computation. CISP-BMEI (2018)
Youshen Xia, Jun Wang
Robust Regression Estimation Based on Low-Dimensional Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Songchuan Zhang, Youshen Xia
Solving Nonlinear Optimization Problems of Real Functions in Complex Variables by Complex-Valued Iterative Methods. IEEE Trans. Cybern. 48 (1) (2018)
Changzhong Zou, Youshen Xia
Restoration of hyperspectral image contaminated by Poisson noise using spectral unmixing. Neurocomputing 275 (2018)
Changzhong Zou, Youshen Xia
Hyperspectral Image Superresolution Based on Double Regularization Unmixing. IEEE Geosci. Remote. Sens. Lett. 14 (7) (2017)
Shiyong Zhuang, Youshen Xia
A novel deformable image registration algorithm based on improved active demons. CISP-BMEI (2017)
Liqing Huang, Youshen Xia
Blind super-resolution image reconstruction based on novel blur type identification. CISP-BMEI (2017)
Jingxian Tu, Youshen Xia, Songchuan Zhang
A complex-valued multichannel speech enhancement learning algorithm for optimal tradeoff between noise reduction and speech distortion. Neurocomputing 267 (2017)
Changzhong Zou, Youshen Xia
Blind hyperspectral image super resolution via simultaneously sparse and TV constraint. ICIP (2017)
Youshen Xia
A Cooperative Projection Neural Network for Fast Solving Linear Reconstruction Problems. ISNN (1) (2017)
Meiyun Lu, Liqing Huang, Youshen Xia
Two dimensional autoregressive modeling-based interpolation algorithms for image super-resolution: A comparison study. CISP-BMEI (2017)
Changzhong Zou, Youshen Xia
Poissonian Hyperspectral Image Superresolution Using Alternating Direction Optimization. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Youshen Xia, Henry Leung, Mohamed S. Kamel
-norm noise constrained estimation. Neurocomputing 198 (2016)
Youshen Xia, Songchuan Zhang, Predrag S. Stanimirovic
Neural network for computing pseudoinverses and outer inverses of complex-valued matrices. Appl. Math. Comput. 273 (2016)
Youshen Xia
Fast robust image restoration using a new neural fusion method? CISP-BMEI (2016)
Songchuan Zhang, Youshen Xia
Two Fast Complex-Valued Algorithms for Solving Complex Quadratic Programming Problems. IEEE Trans. Cybern. 46 (12) (2016)
Zhigang Zeng, Andrzej Cichocki, Long Cheng, Youshen Xia, Xiaolin Hu
Guest Editorial Special Issue on Neurodynamic Systems for Optimization and Applications. IEEE Trans. Neural Networks Learn. Syst. 27 (2) (2016)
Youshen Xia, Jun Wang
A Bi-Projection Neural Network for Solving Constrained Quadratic Optimization Problems. IEEE Trans. Neural Networks Learn. Syst. 27 (2) (2016)
Songchuan Zhang, Youshen Xia, Wei Xing Zheng
A complex-valued neural dynamical optimization approach and its stability analysis. Neural Networks 61 (2015)
Youshen Xia, Wei Xing Zheng
Novel parameter estimation of autoregressive signals in the presence of noise. Autom. 62 (2015)
Youshen Xia, Wei Xing Zheng
On unbiased identification of autoregressive signals with noisy measurements. ISCAS (2015)
Youshen Xia, Jun Wang
Low-dimensional recurrent neural network-based Kalman filter for speech enhancement. Neural Networks 67 (2015)
Songchuan Zhang, Youshen Xia, Jun Wang
A Complex-Valued Projection Neural Network for Constrained Optimization of Real Functions in Complex Variables. IEEE Trans. Neural Networks Learn. Syst. 26 (12) (2015)
Jingxian Tu, Youshen Xia
Fast distributed multichannel speech enhancement using novel frequency domain estimators of magnitude-squared spectrum. Speech Commun. 72 (2015)
Youshen Xia, Henry Leung
Performance analysis of statistical optimal data fusion algorithms. Inf. Sci. 277 (2014)
Youshen Xia, Guiliang Lin, Wei Xing Zheng
A fast discrete-time learning algorithm for speech enhancement using noise constrained parameter estimation. IJCNN (2014)
Youshen Xia, Tianping Chen, Jinjun Shan
A Novel Iterative Method for Computing Generalized Inverse. Neural Comput. 26 (2) (2014)
Youshen Xia, Zhipo Deng, Wei Xing Zheng
Analysis and application of a novel fast algorithm for 2-D ARMA model parameter estimation. Autom. 49 (10) (2013)
Youshen Xia, Changyin Sun, Wei Xing Zheng
Estimation Problems and its Application to Image Restoration. IEEE Trans. Neural Networks Learn. Syst. 23 (5) (2012)
Youshen Xia, Mohamed S. Kamel, Henry Leung
A fast algorithm for AR parameter estimation using a novel noise-constrained least-squares method. Neural Networks 23 (3) (2010)
Youshen Xia, Yu Ying
A Cooperative Learning Algorithm for Multiclass Classification. Web Intelligence/IAT Workshops (2010)
Youshen Xia, Changyin Sun
A novel neural dynamical approach to convex quadratic program and its efficient applications. Neural Networks 22 (10) (2009)
Ying Yu, Youshen Xia, Mohamed Kamel
Cooperative Recurrent Neural Network for Multiclass Support Vector Machine Learning. ISNN (2) (2009)
Youshen Xia
A compact cooperative recurrent neural network for computing general constrained L1norm estimators. IEEE Trans. Signal Process. 57 (9) (2009)
Zhipo Deng, Youshen Xia
A Fast Algorithm for 2-D ARMA Parameters Estimation. ISNN (1) (2009)
Changyin Sun, Youshen Xia
An Analysis of a Neural Dynamical Approach to Solving Optimization Problems. IEEE Trans. Autom. Control. 54 (8) (2009)
Youshen Xia, Mohamed S. Kamel
A Generalized Least Absolute Deviation Method for Parameter Estimation of Autoregressive Signals. IEEE Trans. Neural Networks 19 (1) (2008)
Youshen Xia, Dongyi Ye
On Exponential Convergence Conditions of an Extended Projection Neural Network. Neural Comput. 20 (9) (2008)
Youshen Xia, Mohamed S. Kamel
Estimation. IEEE Trans. Signal Process. 56 (3) (2008)
Youshen Xia, Mohamed S. Kamel
Estimation Problems with General Linear Constraints. Neural Comput. 20 (3) (2008)
Youshen Xia, Gang Feng, Jun Wang
A Novel Recurrent Neural Network for Solving Nonlinear Optimization Problems With Inequality Constraints. IEEE Trans. Neural Networks 19 (8) (2008)
Youshen Xia, Jun Wang
Solving Variational Inequality Problems with Linear Constraints Based on a Novel Recurrent Neural Network. ISNN (3) (2007)
Youshen Xia, Mohamed S. Kamel
Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion. IEEE Trans. Image Process. 16 (2) (2007)
Youshen Xia, Mohamed S. Kamel
A Measurement Fusion Method for Nonlinear System Identification Using a Cooperative Learning Algorithm. Neural Comput. 19 (6) (2007)
Youshen Xia, Gang Feng
A new neural network for solving nonlinear projection equations. Neural Networks 20 (5) (2007)
Youshen Xia, Mohamed S. Kamel
Estimator. IEEE Trans. Signal Process. 55 (7-1) (2007)
Youshen Xia, Gang Feng, Mohamed Kamel
Development and Analysis of a Neural Dynamical Approach to Nonlinear Programming Problems. IEEE Trans. Autom. Control. 52 (11) (2007)
Youshen Xia, Mohamed S. Kamel
A Cooperative Recurrent Neural Network Algorithm for Parameter Estimation of Autoregressive Signals. IJCNN (2006)
Youshen Xia, Mohamed S. Kamel
A Novel Cooperative Neural Learning Algorithm for Data Fusion. IJCNN (2006)
Youshen Xia, Henry Leung
Nonlinear spatial-temporal prediction based on optimal fusion. IEEE Trans. Neural Networks 17 (4) (2006)
Youshen Xia, Henry Leung, Hing Chan
A prediction fusion method for reconstructing spatial temporal dynamics using support vector machines. IEEE Trans. Circuits Syst. II Express Briefs (1) (2006)
Youshen Xia, Gang Feng
A neural network for robust LCMP beamforming. Signal Process. 86 (10) (2006)
Youshen Xia, Jun Wang
A recurrent neural network for solving nonlinear convex programs subject to linear constraints. IEEE Trans. Neural Networks 16 (2) (2005)
Youshen Xia, Henry Leung, Nan Xie, Éloi Bossé
A new regression estimator with neural network realization. IEEE Trans. Signal Process. 53 (2-1) (2005)
Youshen Xia, Gang Feng
An improved neural network for convex quadratic optimization with application to real-time beamforming. Neurocomputing 64 (2005)
Youshen Xia, Gang Feng
On Convergence Conditions of an Extended Projection Neural Network. Neural Comput. 17 (3) (2005)
Qingshan Liu, Jinde Cao, Youshen Xia
A delayed neural network for solving linear projection equations and its analysis. IEEE Trans. Neural Networks 16 (4) (2005)
Youshen Xia, Gang Feng, Jun Wang
A primal-dual neural network for online resolving constrained kinematic redundancy in robot motion control. IEEE Trans. Syst. Man Cybern. Part B 35 (1) (2005)
Youshen Xia, Jun Wang
A recurrent neural network for nonlinear convex optimization subject to nonlinear inequality constraints. IEEE Trans. Circuits Syst. I Regul. Pap. (7) (2004)
Youshen Xia, Jun Wang
A one-layer recurrent neural network for support vector machine learning. IEEE Trans. Syst. Man Cybern. Part B 34 (2) (2004)
Youshen Xia, Gang Feng
On convergence rate of projection neural networks. IEEE Trans. Autom. Control. 49 (1) (2004)
Youshen Xia, Gang Feng, Jun Wang
A recurrent neural network with exponential convergence for solving convex quadratic program and related linear piecewise equations. Neural Networks 17 (7) (2004)
Youshen Xia
An Extended Projection Neural Network for Constrained Optimization. Neural Comput. 16 (4) (2004)
Youshen Xia, Jun Wang
A general projection neural network for solving monotone variational inequalities and related optimization problems. IEEE Trans. Neural Networks 15 (2) (2004)
Youshen Xia, Jun Wang, Lo Ming Fok
Grasping-force optimization for multifingered robotic hands using a recurrent neural network. IEEE Trans. Robotics 20 (3) (2004)
Youshen Xia, Jun Wang
A recurrent neural network for nonlinear convex programming. ISCAS (3) (2003)
Yunong Zhang, Jun Wang, Youshen Xia
A dual neural network for redundancy resolution of kinematically redundant manipulators subject to joint limits and joint velocity limits. IEEE Trans. Neural Networks 14 (3) (2003)
Youshen Xia, Henry Leung, Éloi Bossé
Neural data fusion algorithms based on a linearly constrained least square method. IEEE Trans. Neural Networks 13 (2) (2002)
Youshen Xia, Jun Wang
A dual neural network for kinematic control of redundant robot manipulators. IEEE Trans. Syst. Man Cybern. Part B 31 (1) (2001)
Youshen Xia, Jun Wang
Global asymptotic and exponential stability of a dynamic neural system with asymmetric connection weights. IEEE Trans. Autom. Control. 46 (4) (2001)
Ying Tan, Youshen Xia, Jun Wang
Neural Network Realization of Support Vector Methods for Pattern Classification. IJCNN (6) (2000)
Youshen Xia, Jun Wang
Global exponential stability of recurrent neural networks for solving optimization and related problems. IEEE Trans. Neural Networks Learn. Syst. 11 (4) (2000)
Youshen Xia, Jun Wang
A recurrent neural network for solving linear projection equations. Neural Networks 13 (3) (2000)
Youshen Xia, Jun Wang
A Recurrent Neural Network for Solving Nonlinear Projection Equations. IJCNN (6) (2000)
Youshen Xia, Jun Wang
A discrete-time recurrent neural network for shortest-path routing. IEEE Trans. Autom. Control. 45 (11) (2000)
Youshen Xia, Jun Wang
Global asymptotic stability of a class of dynamic neural systems with asymmetric connection weights. CDC (2000)
Youshen Xia, Jun Wang
Primal neural networks for solving convex quadratic programs. IJCNN (1999)
Jun Wang, Youshen Xia
A dual neural network solving quadratic programming problems. IJCNN (1999)
Youshen Xia, Jun Wang
Neural networks for solving least absolute and related problems. Neurocomputing 19 (1-3) (1998)
Youshen Xia, Jun Wang
A general methodology for designing globally convergent optimization neural networks. IEEE Trans. Neural Networks 9 (6) (1998)
Jun Wang, Youshen Xia
Analysis and design of primal-dual assignment networks. IEEE Trans. Neural Networks 9 (1) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Youshen Xia