Shuzhong Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 51

Top Venues

Publications

Daoli Zhu, Lei Zhao, Shuzhong Zhang
A First-Order Primal-Dual Method for Nonconvex Constrained Optimization Based on the Augmented Lagrangian. Math. Oper. Res. 49 (1) (2024)
Wentao Ding, Jianze Li, Shuzhong Zhang
Projectively and Weakly Simultaneously Diagonalizable Matrices and their Applications. SIAM J. Matrix Anal. Appl. 45 (1) (2024)
Nuozhou Wang, Shuzhong Zhang
A Gradient Complexity Analysis for Minimizing the Sum of Strongly Convex Functions with Varying Condition Numbers. SIAM J. Optim. 34 (2) (2024)
Wentao Ding, Jianze Li, Shuzhong Zhang
Convergence analysis of the transformed gradient projection algorithms on compact matrix manifolds. CoRR (2024)
Casey Garner, Gilad Lerman, Shuzhong Zhang
Spectrally Constrained Optimization. J. Sci. Comput. 100 (3) (2024)
Ioannis C. Tsaknakis, Mingyi Hong, Shuzhong Zhang
Minimax Problems with Coupled Linear Constraints: Computational Complexity and Duality. SIAM J. Optim. 33 (4) (2023)
Lei Zhao, Daoli Zhu, Shuzhong Zhang
An Augmented Lagrangian Approach to Conically Constrained Non-monotone Variational Inequality Problems. CoRR (2023)
Junyu Zhang, Mengdi Wang, Mingyi Hong, Shuzhong Zhang
Primal-Dual First-Order Methods for Affinely Constrained Multi-block Saddle Point Problems. SIAM J. Optim. 33 (2) (2023)
Casey Garner, Shuzhong Zhang
Linearly-Convergent FISTA Variant for Composite Optimization with Duality. J. Sci. Comput. 94 (3) (2023)
Daoli Zhu, Lei Zhao, Shuzhong Zhang
A Unified Analysis for the Subgradient Methods Minimizing Composite Nonconvex, Nonsmooth and Non-Lipschitz Functions. CoRR (2023)
Junyu Zhang, Mingyi Hong, Shuzhong Zhang
On lower iteration complexity bounds for the convex concave saddle point problems. Math. Program. 194 (1) (2022)
Kevin Huang, Shuzhong Zhang
New First-Order Algorithms for Stochastic Variational Inequalities. SIAM J. Optim. 32 (4) (2022)
Xi Chen, Bo Jiang, Tianyi Lin, Shuzhong Zhang
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling. J. Mach. Learn. Res. 23 (2022)
Wentao Ding, Jianze Li, Shuzhong Zhang
Projectively and weakly simultaneously diagonalizable matrices and their applications. CoRR (2022)
Kevin Huang, Junyu Zhang, Shuzhong Zhang
Cubic Regularized Newton Method for the Saddle Point Models: A Global and Local Convergence Analysis. J. Sci. Comput. 91 (2) (2022)
Casey Garner, Gilad Lerman, Shuzhong Zhang
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness. CoRR (2022)
Junyu Zhang, Lin Xiao, Shuzhong Zhang
Adaptive Stochastic Variance Reduction for Subsampled Newton Method with Cubic Regularization. INFORMS J. Optim. 4 (1) (2022)
Derek Singh, Shuzhong Zhang
Correction to: Robust Arbitrage Conditions for Financial Markets. Oper. Res. Forum 2 (3) (2021)
Junyu Zhang, Mingyi Hong, Mengdi Wang, Shuzhong Zhang
Generalization Bounds for Stochastic Saddle Point Problems. AISTATS (2021)
Derek Singh, Shuzhong Zhang
Distributionally robust profit opportunities. Oper. Res. Lett. 49 (1) (2021)
Bo Jiang, Haoyue Wang, Shuzhong Zhang
An Optimal High-Order Tensor Method for Convex Optimization. Math. Oper. Res. 46 (4) (2021)
Tianyi Lin, Shiqian Ma, Yinyu Ye, Shuzhong Zhang
An ADMM-based interior-point method for large-scale linear programming. Optim. Methods Softw. 36 (2-3) (2021)
Derek Singh, Shuzhong Zhang
Robust Arbitrage Conditions for Financial Markets. Oper. Res. Forum 2 (3) (2021)
Junyu Zhang, Shiqian Ma, Shuzhong Zhang
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis. Math. Program. 184 (1) (2020)
Wenye Li, Shuzhong Zhang
Binary Random Projections with Controllable Sparsity Patterns. CoRR (2020)
Bo Jiang, Tianyi Lin, Shuzhong Zhang
A Unified Adaptive Tensor Approximation Scheme to Accelerate Composite Convex Optimization. SIAM J. Optim. 30 (4) (2020)
Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Structured nonconvex and nonsmooth optimization: algorithms and iteration complexity analysis. Comput. Optim. Appl. 72 (1) (2019)
Jianze Li, Shuzhong Zhang
Polar decomposition based algorithms on the product of Stiefel manifolds with applications in tensor approximation. CoRR (2019)
Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang
Tightness of a New and Enhanced Semidefinite Relaxation for MIMO Detection. SIAM J. Optim. 29 (1) (2019)
Alexander V. Gasnikov, Pavel E. Dvurechensky, Eduard A. Gorbunov, Evgeniya A. Vorontsova, Daniil Selikhanovych, César A. Uribe, Bo Jiang, Haoyue Wang, Shuzhong Zhang, Sébastien Bubeck, Qijia Jiang, Yin Tat Lee, Yuanzhi Li, Aaron Sidford
Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives. COLT (2019)
Bo Jiang, Haoyue Wang, Shuzhong Zhang
An Optimal High-Order Tensor Method for Convex Optimization. COLT (2019)
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems. J. Sci. Comput. 76 (1) (2018)
Xiand Gao, Xiaobo Li, Shuzhong Zhang
Online Learning with Non-Convex Losses and Non-Stationary Regret. AISTATS (2018)
Jason L. Causey, Junyu Zhang, Shiqian Ma, Bo Jiang, Jake A. Qualls, David G. Politte, Fred W. Prior, Shuzhong Zhang, Xiuzhen Huang
Highly accurate model for prediction of lung nodule malignancy with CT scans. CoRR (2018)
Xiang Gao, Bo Jiang, Shuzhong Zhang
On the Information-Adaptive Variants of the ADMM: An Iteration Complexity Perspective. J. Sci. Comput. 76 (1) (2018)
Bo Jiang, Shiqian Ma, Shuzhong Zhang
Low-M-Rank Tensor Completion and Robust Tensor PCA. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. SIAM J. Sci. Comput. 40 (5) (2018)
Yangyang Xu, Shuzhong Zhang
Accelerated primal-dual proximal block coordinate updating methods for constrained convex optimization. Comput. Optim. Appl. 70 (1) (2018)
Junyu Zhang, Haoyang Liu, Zaiwen Wen, Shuzhong Zhang
A Sparse Completely Positive Relaxation of the Modularity Maximization for Community Detection. CoRR (2017)
Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang
Tightness of a new and enhanced semidefinite relaxation for MIMO detection. CoRR (2017)
Bo Jiang, Fan Yang, Shuzhong Zhang
Tensor and its tucker core: The invariance relationships. Numer. Linear Algebra Appl. 24 (3) (2017)
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
An Extragradient-Based Alternating Direction Method for Convex Minimization. Found. Comput. Math. 17 (1) (2017)
Bilian Chen, Simai He, Zhening Li, Shuzhong Zhang
On New Classes of Nonnegative Symmetric Tensors. SIAM J. Optim. 27 (1) (2017)
Yangyang Xu, Shuzhong Zhang
Accelerated Primal-Dual Proximal Block Coordinate Updating Methods for Constrained Convex Optimization. CoRR (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
On Cones of Nonnegative Quartic Forms. Found. Comput. Math. 17 (1) (2017)
Bo Jiang, Zhening Li, Shuzhong Zhang
Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations. SIAM J. Matrix Anal. Appl. 37 (1) (2016)
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Iteration Complexity Analysis of Multi-block ADMM for a Family of Convex Minimization Without Strong Convexity. J. Sci. Comput. 69 (1) (2016)
Bo Jiang, Fan Yang, Shuzhong Zhang
Tensor and Its Tucker Core: the Invariance Relationships. CoRR (2016)
Shaozhe Tao, Daniel Boley, Shuzhong Zhang
Local Linear Convergence of ISTA and FISTA on the LASSO Problem. SIAM J. Optim. 26 (1) (2016)
Bo Jiang, Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis. CoRR (2016)
Ya-Feng Liu, Shiqian Ma, Yu-Hong Dai, Shuzhong Zhang
minimization over polyhedron. Math. Program. 158 (1-2) (2016)
Simai He, Zhening Li, Shuzhong Zhang
Inhomogeneous polynomial optimization over a convex set: An approximation approach. Math. Comput. 84 (292) (2015)
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
Global Convergence of Unmodified 3-Block ADMM for a Class of Convex Minimization Problems. CoRR (2015)
Xiuzhen Huang, Steven F. Jennings, Barry Bruce, Alison Buchan, Liming Cai, Pengyin Chen, Carole L. Cramer, Weihua Guan, Uwe Hilgert, Hongmei Jiang, Zenglu Li, Gail McClure, Donald F. McMullen, Bindu Nanduri, Andy D. Perkins, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Karl Walker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Yu Zhang, Zhongming Zhao, Jason H. Moore
Big data - a 21st century science Maginot Line? No-boundary thinking: shifting from the big data paradigm. BioData Min. 8 (2015)
Bilian Chen, Zhening Li, Shuzhong Zhang
On optimal low rank Tucker approximation for tensors: the case for an adjustable core size. J. Glob. Optim. 62 (4) (2015)
Shaozhe Tao, Daniel Boley, Shuzhong Zhang
Convergence of Common Proximal Methods for L1-Regularized Least Squares. IJCAI (2015)
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
On the Global Linear Convergence of the ADMM with MultiBlock Variables. SIAM J. Optim. 25 (3) (2015)
Bo Jiang, Shiqian Ma, Shuzhong Zhang
Tensor principal component analysis via convex optimization. Math. Program. 150 (2) (2015)
Zhening Li, André Uschmajew, Shuzhong Zhang
On Convergence of the Maximum Block Improvement Method. SIAM J. Optim. 25 (1) (2015)
Bo Jiang, Simai He, Zhening Li, Shuzhong Zhang
Moments Tensors, Hilbert's Identity, and k-wise Uncorrelated Random Variables. Math. Oper. Res. 39 (3) (2014)
Bo Jiang, Zhening Li, Shuzhong Zhang
Approximation methods for complex polynomial optimization. Comput. Optim. Appl. 59 (1-2) (2014)
S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang
A Network Airline Revenue Management Framework Based on Decomposition by Origins and Destinations. Transp. Sci. 48 (3) (2014)
Man Hong Wong, Shuzhong Zhang
On distributional robust probability functions and their computations. Eur. J. Oper. Res. 233 (1) (2014)
Simai He, Bo Jiang, Zhening Li, Shuzhong Zhang
Probability Bounds for Polynomial Functions in Random Variables. Math. Oper. Res. 39 (3) (2014)
Xiaoling Sun, Duan Li, Shuzhong Zhang
Preface: Special issue of Journal of Global Optimization for the 8th international conference on optimization: techniques and applications. J. Glob. Optim. 56 (4) (2013)
Xin Chen, Jiming Peng, Shuzhong Zhang
Sparse solutions to random standard quadratic optimization problems. Math. Program. 141 (1-2) (2013)
Xiuzhen Huang, Barry Bruce, Alison Buchan, Clare Bates Congdon, Carole L. Cramer, Steven F. Jennings, Hongmei Jiang, Zenglu Li, Gail McClure, Rick McMullen, Jason H. Moore, Bindu Nanduri, Joan Peckham, Andy D. Perkins, Shawn W. Polson, Bhanu Rekepalli, Saeed Salem, Jennifer Specker, Donald C. Wunsch, Donghai Xiong, Shuzhong Zhang, Zhongming Zhao
No-boundary thinking in bioinformatics research. BioData Min. 6 (2013)
Simai He, Xiaoguo Wang, Shuzhong Zhang
On a generalized Cournot oligopolistic competition game. J. Glob. Optim. 56 (4) (2013)
Yongwei Huang, Daniel P. Palomar, Shuzhong Zhang
Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming. IEEE Trans. Signal Process. 61 (5) (2013)
Yongwei Huang, Daniel P. Palomar, Shuzhong Zhang
Lorentz-positive mapswith applications to robust MISO downlink beamforming. ICASSP (2012)
Shuzhong Zhang, Kun Wang, Cody Ashby, Bilian Chen, Xiuzhen Huang
A Unified Adaptive Co-identification Framework for High-D Expression Data. PRIB (2012)
Yongwei Huang, Qiang Li, Wing-Kin Ma, Shuzhong Zhang
Robust Multicast Beamforming for Spectrum Sharing-Based Cognitive Radios. IEEE Trans. Signal Process. 60 (1) (2012)
Bilian Chen, Simai He, Zhening Li, Shuzhong Zhang
Maximum Block Improvement and Polynomial Optimization. SIAM J. Optim. 22 (1) (2012)
Simai He, Jiawei Zhang, Shuzhong Zhang
Polymatroid Optimization, Submodularity, and Joint Replenishment Games. Oper. Res. 60 (1) (2012)
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, Alfonso Farina
Design of Optimized Radar Codes With a Peak to Average Power Ratio Constraint. IEEE Trans. Signal Process. 59 (6) (2011)
Antonio De Maio, Yongwei Huang, Daniel Pérez Palomar, Shuzhong Zhang, Alfonso Farina
Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection. IEEE Trans. Signal Process. 59 (1) (2011)
Yongwei Huang, Qiang Li, Wing-Kin Ma, Shuzhong Zhang
Robust secondary multicast transmit beamforming for cognitive radio networks under imperfect channel state information. ICASSP (2011)
Wenbao Ai, Yongwei Huang, Shuzhong Zhang
New results on Hermitian matrix rank-one decomposition. Math. Program. 128 (1-2) (2011)
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, Alfonso Farina
Radar code design with a Peak to average power Ratio constraint: A randomized approximate approach. EUSIPCO (2011)
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, Alfonso Farina
-Norm Based Criteria. IEEE Trans. Signal Process. 59 (8) (2011)
Shuzhong Zhang, Kun Wang, Bilian Chen, Xiuzhen Huang
A New Framework for Co-clustering of Gene Expression Data. PRIB (2011)
Li Chen, Simai He, Shuzhong Zhang
Tight Bounds for Some Risk Measures, with Applications to Robust Portfolio Selection. Oper. Res. 59 (4) (2011)
Simai He, Jiawei Zhang, Shuzhong Zhang
Bounding Probability of Small Deviation: A Fourth Moment Approach. Math. Oper. Res. 35 (1) (2010)
Simai He, Zhening Li, Shuzhong Zhang
Approximation algorithms for homogeneous polynomial optimization with quadratic constraints. Math. Program. 125 (2) (2010)
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Daniel Pérez Palomar, Shuzhong Zhang, Alfonso Farina
Code design for radar STAP via optimization theory. IEEE Trans. Signal Process. 58 (2) (2010)
Zhi-Quan Luo, Shuzhong Zhang
A Semidefinite Relaxation Scheme for Multivariate Quartic Polynomial Optimization with Quadratic Constraints. SIAM J. Optim. 20 (4) (2010)
Zhi-Quan Luo, Wing-Kin Ma, Anthony Man-Cho So, Yinyu Ye, Shuzhong Zhang
Semidefinite Relaxation of Quadratic Optimization Problems. IEEE Signal Process. Mag. 27 (3) (2010)
S. Ilker Birbil, J. B. G. Frenk, Joaquim A. S. Gromicho, Shuzhong Zhang
The Role of Robust Optimization in Single-Leg Airline Revenue Management. Manag. Sci. 55 (1) (2009)
Xiaoqing Wang, Shuzhong Zhang, David D. Yao
Separated Continuous Conic Programming: Strong Duality and an Approximation Algorithm. SIAM J. Control. Optim. 48 (4) (2009)
Zhi-Quan Luo, Shuzhong Zhang
Duality gap estimation and polynomial time approximation for optimal spectrum management. IEEE Trans. Signal Process. 57 (7) (2009)
Wenbao Ai, Shuzhong Zhang
Strong Duality for the CDT Subproblem: A Necessary and Sufficient Condition. SIAM J. Optim. 19 (4) (2009)
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Shuzhong Zhang, Alfonso Farina
Adaptive Detection and Estimation in the Presence of Useful Signal and Interference Mismatches. IEEE Trans. Signal Process. 57 (2) (2009)
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Zhi-Quan Luo, Shuzhong Zhang
Design of Phase Codes for Radar Performance Optimization With a Similarity Constraint. IEEE Trans. Signal Process. 57 (2) (2009)
Dachuan Xu, Shuzhong Zhang
Approximation algorithm for facility location with service installation costs. Oper. Res. Lett. 36 (1) (2008)
Jan Brinkhuis, Shuzhong Zhang
{\mathsf{D}}-induced duality and its applications. Math. Program. 114 (1) (2008)
Ruijun Shen, Shuzhong Zhang
Robust portfolio selection based on a multi-stage scenario tree. Eur. J. Oper. Res. 191 (3) (2008)
Simai He, Zhi-Quan Luo, Jiawang Nie, Shuzhong Zhang
Semidefinite Relaxation Bounds for Indefinite Homogeneous Quadratic Optimization. SIAM J. Optim. 19 (2) (2008)
Wenbao Ai, Yongwei Huang, Shuzhong Zhang
On the Low Rank Solutions for Linear Matrix Inequalities. Math. Oper. Res. 33 (4) (2008)
Zhi-Quan Luo, Shuzhong Zhang
Dynamic Spectrum Management: Complexity and Duality. IEEE J. Sel. Top. Signal Process. 2 (1) (2008)
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Shuzhong Zhang, Alfonso Farina
Code Design to Optimize Radar Detection Performance Under Accuracy and Similarity Constraints. IEEE Trans. Signal Process. 56 (11) (2008)

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Publication Activity (10 Years)

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Shuzhong Zhang