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Hyperparameter recommendation via automated meta-feature selection embedded with kernel group Lasso learning
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2024
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Liping Deng
Mingqing Xiao
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Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural
Networks
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2024
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Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
Di He
Zhouchen Lin
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The mean exiting time for the biased correlated random walk characterized by a system of first-order PDEs
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2024
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Jianliang Tang
Mingqing Xiao
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Temporal Spiking Neural Networks with Synaptic Delay for Graph Reasoning
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2024
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Mingqing Xiao
Yixin Zhu
Di He
Zhouchen Lin
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Hebbian Learning based Orthogonal Projection for Continual Learning of
Spiking Neural Networks
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2024
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Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
Di He
Zhouchen Lin
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Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
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2023
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Qingyan Meng
Mingqing Xiao
Yan Shen
Yisen Wang
Zhouchen Lin
ZhiâQuan Luo
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Bayesian Dictionary Learning on Robust Tubal Transformed Tensor Factorization
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2023
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Qilun Luo
Wen Li
Mingqing Xiao
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Multidimensional Data Processing With Bayesian Inference via Structural Block Decomposition
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2023
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Qilun Luo
Ming Yang
Wen Li
Mingqing Xiao
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Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks
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2023
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Qingyan Meng
Mingqing Xiao
Shen Yan
Yisen Wang
Zhouchen Lin
ZhiâQuan Luo
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Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation
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2022
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Qingyan Meng
Mingqing Xiao
Shen Yan
Yisen Wang
Zhouchen Lin
ZhiâQuan Luo
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A New Automatic Hyperparameter Recommendation Approach Under Low-Rank Tensor Completion Framework
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2022
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Liping Deng
Mingqing Xiao
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3-D Array Image Data Completion by Tensor Decomposition and Nonconvex Regularization Approach
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2022
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Ming Yang
Qilun Luo
Wen Li
Mingqing Xiao
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Online Training Through Time for Spiking Neural Networks
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2022
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Mingqing Xiao
Qingyan Meng
Zongpeng Zhang
Di He
Zhouchen Lin
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Invertible Rescaling Network and Its Extensions
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2022
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Mingqing Xiao
Shuxin Zheng
Chang Liu
Zhouchen Lin
TieâYan Liu
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The Nonconvex Tensor Robust Principal Component Analysis Approximation Model via the Weighted $$\ell _p$$-Norm Regularization
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2021
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Minghui Li
Wen Li
Yannan Chen
Mingqing Xiao
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Nonconvex 3D array image data recovery and pattern recognition under tensor framework
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2021
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Ming Yang
Qilun Luo
Wen Li
Mingqing Xiao
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Characteristics of (α,ÎČ)-Mean LiâYorke Chaos of Linear Operators on Banach Spaces
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2021
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Shengnan He
Xiaoli Sun
Mingqing Xiao
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Newtonâs method for the parameterized generalized eigenvalue problem with nonsquare matrix pencils
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2021
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Jiaoâfen Li
Wen Li
Xuefeng Duan
Mingqing Xiao
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Characterizations of the d<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:mi mathvariant="script">F</mml:mi></mml:math>-transitive and <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:mi mathvariant="script">F</mml:mi></mml:math>-transitive families of composition operators on L-spaces
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2021
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Shengnan He
Xiaoli Sun
Mingqing Xiao
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On transitive and chaotic dynamics of linear semiflows
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2020
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Shengnan He
Xiaoli Sun
Mingqing Xiao
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The $${\mathcal {F}}$$-transitivity and recurrence of translation semigroups on complex sectors
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2020
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Shengnan He
Xiaoli Sun
Mingqing Xiao
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Multilinear PageRank: Uniqueness, error bound and perturbation analysis
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2020
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Li Wen
Dongdong Liu
Seakweng Vong
Mingqing Xiao
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A Riemannian Optimization Approach for Solving the Generalized Eigenvalue Problem for Nonsquare Matrix Pencils
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2020
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Jiaoâfen Li
Wen Li
Seakweng Vong
Qilun Luo
Mingqing Xiao
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Multiview Clustering of Images with Tensor Rank Minimization via Nonconvex Approach
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2020
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Ming Yang
Qilun Luo
Wen Li
Mingqing Xiao
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Quasi-boundary value methods for regularizing the backward parabolic equation under the optimal control framework
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2019
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Jun Liu
Mingqing Xiao
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Reconstruction of initial wave with radiation boundary condition via boundary sensing
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2019
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Jianliang Tang
Jun Liu
Mingqing Xiao
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The first passage time for position-dependent correlated random walk with absorbing boundary condition
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2019
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Jianliang Tang
Mingqing Xiao
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Tensor Robust Principal Component Analysis via Non-Convex Low Rank Approximation
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2019
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Shuting Cai
Qilun Luo
Ming Yang
Wen Li
Mingqing Xiao
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Control of the mean exiting time for the correlated random walk via initial position setting
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2019
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Jianliang Tang
Mingqing Xiao
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On symmetric color image encryption system with permutation-diffusion simultaneous operation
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2018
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Linqing Huang
Shuting Cai
Xiaoming Xiong
Mingqing Xiao
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On identifiability of higher order block term tensor decompositions of rank <i>L</i><sub><i>r</i></sub>â rank-1
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2018
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Ming Yang
Wen Li
Mingqing Xiao
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A Simple Chaotic Map-Based Image Encryption System Using Both Plaintext Related Permutation and Diffusion
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2018
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Linqing Huang
Shuting Cai
Mingqing Xiao
Xiaoming Xiong
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Asymptotic analysis for affine point processes with large initial intensity
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2018
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Nian Yao
Mingqing Xiao
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Limit theorems for non-Markovian marked dynamic contagion processes
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2018
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Nian Yao
Mingqing Xiao
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A new multigrid method for unconstrained parabolic optimal control problems
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2017
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Buyang Li
Jun Liu
Mingqing Xiao
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On identifiability of 3-tensors of multilinear rank $(1,\ L_{r},\ L_{r})$
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2017
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Qiang Cheng
Mingqing Xiao
Chong Peng
Zhao Kang
Wen Liu
Dunren Che
Ming Yang
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Chaotic behavior of discrete-time linear inclusion dynamical systems
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2017
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Xiongping Dai
Tingwen Huang
Yu Huang
Yi Luo
Gang Wang
Mingqing Xiao
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A multigrid scheme for 3D MongeâAmpĂšre equations
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2016
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Jun Liu
Brittany D. Froese
Adam M. Oberman
Mingqing Xiao
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A leapfrog multigrid algorithm for the optimal control of parabolic PDEs with Robin boundary conditions
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2016
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Jun Liu
Mingqing Xiao
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Characterization of Extreme Points of Multi-Stochastic Tensors
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2016
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Rihuan Ke
Li Wen
Mingqing Xiao
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An Effective Computational Scheme for the Optimal Control of Wave Equations**This project was supported in part by NSFC 11301262 and NSF 1021203, 1419028 of the United States.
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2016
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Jun Liu
Buyang Li
Mingqing Xiao
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Leapfrog multigrid methods for parabolic optimal control problems
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2015
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Buyang Li
Jun Liu
Mingqing Xiao
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Approximately nearly controllability of discrete-time bilinear control systems with control input characteristic
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2015
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Xin Liu
Yu Huang
Mingqing Xiao
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A Fast and Stable Preconditioned Iterative Method for Optimal Control Problem of Wave Equations
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2015
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Buyang Li
Jun Liu
Mingqing Xiao
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H<inf>&#x221E;</inf> control of singular systems via delta operator approach
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2014
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Xin-zhuang Dong
Mingqing Xiao
Wenxue He
Yushun Wang
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A new semi-smooth Newton multigrid method for parabolic PDE optimal control problems
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2014
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Jun Liu
Mingqing Xiao
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A multigrid solver for the three dimensional Monge-Ampere equation â
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2014
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Jun Liu
Brittany D. Froese
Adam M. Oberman
Mingqing Xiao
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A Semismooth Newton Multigrid Method for Constrained Elliptic Optimal Control Problems
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2014
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Jun Liu
Tingwen Huang
Mingqing Xiao
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Pointwise Stability of Discrete-Time Stationary Matrix-Valued Markovian Processes
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2014
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Xiongping Dai
Yu Huang
Mingqing Xiao
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H<inf>&#x221E;</inf> performance analysis of singular systems via delta operator method
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2014
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Xin-zhuang Dong
Mingqing Xiao
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Inertial manifold and state estimation of dissipative nonlinear PDE systems
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2014
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Mingqing Xiao
Tingwen Huang
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A new semi-smooth Newton multigrid method for control-constrained semi-linear elliptic PDE problems
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2014
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Jun Liu
Mingqing Xiao
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Sharp bounds of the inverse matrices resulted from five-point stencil in solving Poisson equations
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2013
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Mingqing Xiao
Jianhong Xu
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Spectral Finiteness Property and Splitting of State Space for Matrix-Valued Cocycles.
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2013
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Xiongping Dai
Yu Huang
Mingqing Xiao
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High-Order Numerical Methods for Wave Equations with van der Pol Type Boundary Conditions
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2013
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Jun Liu
Yu Huang
HaiâWei Sun
Mingqing Xiao
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Asymptotic stability of time-varying switched systems under perturbations
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2013
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Xiongping Dai
Yu Huang
Mingqing Xiao
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On the iterative refinement of matrix upper bounds for the solution of continuous coupled algebraic Riccati equations
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2013
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Jianhong Xu
Mingqing Xiao
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Rank-one characterization of joint spectral radius of finite matrix family
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2013
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Jun Liu
Mingqing Xiao
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Chaotic Characteristics of Discrete-time Linear Inclusion Dynamical Systems
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2013
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Xiongping Dai
Tingwen Huang
Yu Huang
Mingqing Xiao
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Chaotic Characteristic of Discrete-time Linear Inclusion Dynamical Systems
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2013
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Xiongping Dai
Tingwen Huang
Yu Huang
Mingqing Xiao
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Extremal ergodic measures and the finiteness property of matrix semigroups
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2012
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Xiongping Dai
Yu Huang
Mingqing Xiao
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RANK-ONE APPROXIMATION OF JOINT SPECTRAL RADIUS OF FINITE MATRIX FAMILY â
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2011
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Jun Liu
Mingqing Xiao
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Pointwise stabilization of discrete-time matrix-valued stationary Markov chains
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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Realization of joint spectral radius via Ergodic theory
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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A characterization of the generalized spectral radius with Kronecker powers
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2011
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Jianhong Xu
Mingqing Xiao
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Stability of time-varying nonlinear switching systems under perturbations
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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Extremal ergodic measures and the finiteness property of matrix semigroups
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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Stability Criteria via Common Non-strict Lyapunov Matrix for Discrete-time Linear Switched Systems
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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Pointwise Stabilization of Discrete-time Stationary Matrix-valued Markovian Chains
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2011
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Xiongping Dai
Yu Huang
Mingqing Xiao
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The set of stable switching sequences for discrete-time linear switched systems
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2010
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Yu Huang
Jun Luo
Tingwen Huang
Mingqing Xiao
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Almost sure stability of discrete-time switched linear systems
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2010
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Xiongping Dai
Yu Huang
Mingqing Xiao
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Topological formulation of discrete-time switched linear systems and almost sure stability
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2008
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Xiongping Dai
Yu Huang
Mingqing Xiao
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A highâorder finite difference method for 1D nonhomogeneous heat equations
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2008
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Yuan Lin
Xuejun Gao
Mingqing Xiao
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Almost Sure Stability of Discrete-Time Switched Linear Systems: A Topological Point of View
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2008
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Xiongping Dai
Yu Huang
Mingqing Xiao
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The global existence of nonlinear observers with linear error dynamics: A topological point of view
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2006
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Mingqing Xiao
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Control of Hopf Bifurcations for Infinite-Dimensional Nonlinear Systems
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2004
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Mingqing Xiao
Wei Kang
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Controllable or uncontrollable? - a bifurcation approach
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2004
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Mingqing Xiao
Wei Kang
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Controllability and local accessibility - A normal form approach
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2003
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Wei Kang
Mingqing Xiao
Issa Amadou Tall
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A necessary and sufficient condition for the existence of a nonlinear observer with linearizable error dynamics
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2003
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Arthur J. Krener
Mingqing Xiao
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Observer design of linearly unobservable systems
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2003
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Arthur J. Krener
Mingqing Xiao
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Optimal control of piecewise deterministic nonlinear systems with controlled transitions: viscosity solutions, their existence and uniqueness
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2003
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Mingqing Xiao
Tamer BaĆar
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Viscosity supersolutions of a class of Hamilton-Jacobi-Isaacs equations arising in nonlinear H/sup â/ control
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2002
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Mingqing Xiao
Tamer BaĆar
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Feedback control of Hopf bifurcations via integral averaging method
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2002
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Mingqing Xiao
Wei Kang
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Observers for linearly unobservable nonlinear systems
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2002
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Arthur J. Krener
Mingqing Xiao
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Nonlinear Observer Design in the Siegel Domain
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2002
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Arthur J. Krener
Mingqing Xiao
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Nonlinear Observer Design in the Siegel Domain Through Coordinate Changes 1
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2001
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Arthur J. Krener
Mingqing Xiao
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Viscosity solutions of two classes of coupled Hamilton-Jacobi-Bellman equations
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2001
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Mingqing Xiao
Tamer BaĆar
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Nonlinear H â Controller Design via Viscosity Supersolutions of the Isaacs Equation
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1999
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Mingqing Xiao
Tamer BaĆar
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H-Infinity Control in Infinite-Dimensional Spaces and Related Partial Differential Equations
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1997
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Mingqing Xiao
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Feedback stabilization of a class of multivalued nonlinear distributed parameter systems
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1992
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W.L. Chan
Mingqing Xiao
Yi Zhao
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