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Shuzhong Zhang · SciRah

Researcher profile · Semantic Scholar

Shuzhong Zhang

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Shuzhong Zhang — researcher profile on SciRah

h-index: 52
Works: 245
Citations: 14K

Most-cited papers

Ambiguity Function Shaping for Cognitive Radar Via Complex Quartic Optimization
A. Aubry, A. de Maio, B. Jiang, Shuzhong Zhang
2013IEEE Transactions on Signal Processing216 citations
Semantic Scholar
Highly accurate model for prediction of lung nodule malignancy with CT scans
Jason L. Causey, Junyu Zhang, Shi-Qian Ma, B. Jiang +5 more
2018Scientific Reports211 citations Open access
Semantic Scholar
On the Global Linear Convergence of the ADMM with MultiBlock Variables
Tian-Yi Lin, Shi-Qian Ma, Shuzhong Zhang
2014SIAM Journal on Optimization195 citations Open access
Semantic Scholar
Maximum Block Improvement and Polynomial Optimization
Bilian Chen, Si-Mai He, Zhening Li, Shuzhong Zhang
2012SIAM Journal on Optimization186 citations Open access
Semantic Scholar
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis
B. Jiang, Tian-Yi Lin, Shi-Qian Ma, Shuzhong Zhang
2016Computational optimization and applications155 citations Open access
Semantic Scholar
On the Information-Adaptive Variants of the ADMM: An Iteration Complexity Perspective
Xiang Gao, B. Jiang, Shuzhong Zhang
2017Journal of Scientific Computing132 citations
Semantic Scholar
Robust Multicast Beamforming for Spectrum Sharing-Based Cognitive Radios
Yongwei Huang, Qiang Li, Wing-Kin Ma, Shuzhong Zhang
2012IEEE Transactions on Signal Processing99 citations
Semantic Scholar
Iteration Complexity Analysis of Multi-block ADMM for a Family of Convex Minimization Without Strong Convexity
Tian-Yi Lin, Shi-Qian Ma, Shuzhong Zhang
2015Journal of Scientific Computing86 citations Open access
Semantic Scholar
On lower iteration complexity bounds for the convex concave saddle point problems
Junyu Zhang, Ming-Yi Hong, Shuzhong Zhang
2019Mathematical programming84 citations Open access
Semantic Scholar
An ADMM-based interior-point method for large-scale linear programming
Tian-Yi Lin, Shi-Qian Ma, Yin-Yu Ye, Shuzhong Zhang
2018Optim. Methods Softw.81 citations Open access
Semantic Scholar
Local Linear Convergence of ISTA and FISTA on the LASSO Problem
Shaozhe Tao, Daniel Boley, Shuzhong Zhang
2015SIAM Journal on Optimization74 citations Open access
Semantic Scholar
Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives
A. Gasnikov, P. Dvurechensky, Eduard A. Gorbunov, E. Vorontsova +10 more
2019Annual Conference Computational Learning Theory73 citations
Semantic Scholar
On the Convergence Rate of Multi-Block ADMM
Tian-Yi Lin, Shiqian Ma, Shuzhong Zhang
201473 citations
Semantic Scholar
Alternating direction method of multipliers for real and complex polynomial optimization models
B. Jiang, Shi-Qian Ma, Shuzhong Zhang
201468 citations
Semantic Scholar
Tensor principal component analysis via convex optimization
B. Jiang, Shi-Qian Ma, Shuzhong Zhang
2012Mathematical programming68 citations Open access
Semantic Scholar
An Optimal High-Order Tensor Method for Convex Optimization
B. Jiang, Haoyue Wang, Shuzhong Zhang
2018Annual Conference Computational Learning Theory66 citations Open access
Semantic Scholar
First-Order Algorithms for Convex Optimization with Nonseparable Objective and Coupled Constraints
Xiang Gao, Shuzhong Zhang
2016Journal of the Operations Research Society of China57 citations
Semantic Scholar
Online Learning with Non-Convex Losses and Non-Stationary Regret
Xiand Gao, Xiaobo Li, Shuzhong Zhang
2018International Conference on Artificial Intelligence and Statistics55 citations
Semantic Scholar
Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems
Tian-Yi Lin, Shi-Qian Ma, Shuzhong Zhang
2015Journal of Scientific Computing54 citations Open access
Semantic Scholar
Randomized Primal–Dual Proximal Block Coordinate Updates
Xiang Gao, Yang-Yang Xu, Shuzhong Zhang
2016Journal of the Operations Research Society of China50 citations Open access
Semantic Scholar
An Extragradient-Based Alternating Direction Method for Convex Minimization
Tian-Yi Lin, Shi-Qian Ma, Shuzhong Zhang
2013Foundations of Computational Mathematics50 citations Open access
Semantic Scholar
Approximation Methods for Polynomial Optimization: Models, Algorithms, and Applications
Zhening Li, Si-Mai He, Shuzhong Zhang
201248 citations
Semantic Scholar
Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming
Yongwei Huang, D. Palomar, Shuzhong Zhang
2013IEEE Transactions on Signal Processing47 citations
Semantic Scholar
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis
Junyu Zhang, Shi-Qian Ma, Shuzhong Zhang
2017Mathematical programming46 citations Open access
Semantic Scholar
Tensor and its tucker core: The invariance relationships
B. Jiang, Fan Yang, Shuzhong Zhang
2016Numerical Linear Algebra with Applications45 citations Open access
Semantic Scholar
Generalization Bounds for Stochastic Saddle Point Problems
Junyu Zhang, Ming-Yi Hong, Mengdi Wang, Shuzhong Zhang
2020International Conference on Artificial Intelligence and Statistics44 citations
Semantic Scholar
On Convergence of the Maximum Block Improvement Method
Zhening Li, A. Uschmajew, Shuzhong Zhang
2015SIAM Journal on Optimization43 citations Open access
Semantic Scholar
A smoothing SQP framework for a class of composite Lq\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$L_q$$\end{documen
Ya-Feng Liu, Shi-Qian Ma, Yu-Hong Dai, Shuzhong Zhang
2014Mathematical programming40 citations
Semantic Scholar
Tightness of a new and enhanced semidefinite relaxation for MIMO detection
Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang
2017SIAM Journal on Optimization36 citations Open access
Semantic Scholar
Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations
B. Jiang, Zhening Li, Shuzhong Zhang
2015SIAM Journal on Matrix Analysis and Applications33 citations Open access
Semantic Scholar
Polymatroid Optimization, Submodularity, and Joint Replenishment Games
Si-Mai He, Jiawei Zhang, Shuzhong Zhang
2012Operational Research32 citations
Semantic Scholar
A Cubic Regularized Newton's Method over Riemannian Manifolds
Junyu Zhang, Shuzhong Zhang
201831 citations
Semantic Scholar
A Unified Adaptive Tensor Approximation Scheme to Accelerate Composite Convex Optimization
B. Jiang, Tian-Yi Lin, Shuzhong Zhang
2018SIAM Journal on Optimization31 citations Open access
Semantic Scholar
Cubic Regularized Newton Method for the Saddle Point Models: A Global and Local Convergence Analysis
Kevin Huang, Junyu Zhang, Shuzhong Zhang
2022Journal of Scientific Computing30 citations
Semantic Scholar
Probability Bounds for Polynomial Functions in Random Variables
Si-Mai He, B. Jiang, Zhening Li, Shuzhong Zhang
2014Mathematics of Operations Research30 citations Open access
Semantic Scholar
Approximation Algorithms for Discrete Polynomial Optimization
Si-Mai He, Zhening Li, Shuzhong Zhang
201328 citations Open access
Semantic Scholar
Accelerated primal–dual proximal block coordinate updating methods for constrained convex optimization
Yang-Yang Xu, Shuzhong Zhang
2017Computational optimization and applications25 citations Open access
Semantic Scholar
Approximation methods for complex polynomial optimization
B. Jiang, Zhening Li, Shuzhong Zhang
2014Computational optimization and applications25 citations Open access
Semantic Scholar
Adaptive Stochastic Variance Reduction for Subsampled Newton Method with Cubic Regularization
Junyu Zhang, Lin Xiao, Shuzhong Zhang
2018INFORMS Journal on Optimization24 citations Open access
Semantic Scholar
Vector Transport-Free SVRG with General Retraction for Riemannian Optimization: Complexity Analysis and Practical Implementation
B. Jiang, Shi-Qian Ma, A. M. So, Shuzhong Zhang
201723 citations
Semantic Scholar
New First-Order Algorithms for Stochastic Variational Inequalities
Kevin X. D. Huang, Shuzhong Zhang
2021SIAM Journal on Optimization22 citations Open access
Semantic Scholar
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling
Xi Chen, B. Jiang, Tianyi Lin, Shuzhong Zhang
2018Journal of machine learning research22 citations
Semantic Scholar
A First-Order Primal-Dual Method for Nonconvex Constrained Optimization Based on the Augmented Lagrangian
Daoli Zhu, Lei Zhao, Shuzhong Zhang
2020Mathematics of Operations Research21 citations Open access
Semantic Scholar
On Cones of Nonnegative Quartic Forms
B. Jiang, Zhening Li, Shuzhong Zhang
2015Foundations of Computational Mathematics21 citations
Semantic Scholar
On Adaptive Cubic Regularized Newton's Methods for Convex Optimization via Random Sampling
Xi Chen, B. Jiang, Tian-Yi Lin, Shuzhong Zhang
201817 citations
Semantic Scholar
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection
Junyu Zhang, Hao-Yang Liu, Zaiwen Wen, Shuzhong Zhang
2017SIAM Journal on Scientific Computing17 citations Open access
Semantic Scholar
Beyond Monotone Variational Inequalities: Solution Methods and Iteration Complexities
Kevin Huang, Shuzhong Zhang
2023Pacific Journal of Optimization16 citations Open access
Semantic Scholar
Minimax Problems with Coupled Linear Constraints: Computational Complexity, Duality and Solution Methods
Ioannis C. Tsaknakis, Ming-Yi Hong, Shuzhong Zhang
202116 citations
Semantic Scholar
An Approximation-Based Regularized Extra-Gradient Method for Monotone Variational Inequalities
Kevin Huang, Shuzhong Zhang
2022SIAM Journal on Optimization15 citations Open access
Semantic Scholar
SparRec: An effective matrix completion framework of missing data imputation for GWAS
B. Jiang, Shi-Qian Ma, Jason L. Causey, Lin-Bo Qiao +5 more
2016Scientific Reports15 citations Open access
Semantic Scholar

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