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ORCIDYangyang Xu 0005
Person information
- affiliation: Rensselaer Polytechnic Institute, Troy, NY, USA
Other persons with the same name
- Yangyang Xu — disambiguation page
- Yangyang Xu 0001
![[0000-0002-7098-8419]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0002-7098-8419")
— Wuhan University, Wuhan, Hubei, China - Yangyang Xu 0002 — University of Science and Technology of China, Hefei, Anhui, China
- Yangyang Xu 0003 — Harbin Institute of Technology, Shenzhen, China
- Yangyang Xu 0004 — Guangxi Normal University, Guilin, China
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2020 – today
- 2025
[i14]Wei Liu, Khan Muhammad, Gabriel Mancino-Ball, Yangyang Xu:
A stochastic smoothing framework for nonconvex-nonconcave min-sum-max problems with applications to Wasserstein distributionally robust optimization. CoRR abs/2502.17602 (2025)- 2024
- [j24]Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu:
Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization. Comput. Optim. Appl. 87(1): 117-147 (2024) - [j23]Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu:
Correction to: Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization. Comput. Optim. Appl. 89(2): 575-578 (2024) - [j22]Yangyang Xu:
Decentralized Gradient Descent Maximization Method for Composite Nonconvex Strongly-Concave Minimax Problems. SIAM J. Optim. 34(1): 1006-1044 (2024) - [c5]Xuan Zhang, Gabriel Mancino-Ball, Necdet Serhat Aybat, Yangyang Xu:
Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization. AAAI 2024: 20865-20873 - 2023
- [j21]Nan Zhou, Hao Qin, Kup-Sze Choi, Yuanhua Du, Jun Liu, Ping Li, Xiaoyan Huang, Kaibo Shi, Yangyang Xu:
Correntropy based model predictive controller with multi-constraints for robust path trajectory tracking of self-driving vehicle. J. Frankl. Inst. 360(10): 6929-6952 (2023) - [j20]Yangyang Xu, Yibo Xu:
Momentum-Based Variance-Reduced Proximal Stochastic Gradient Method for Composite Nonconvex Stochastic Optimization. J. Optim. Theory Appl. 196(1): 266-297 (2023) - [j19]Yangyang Xu, Yibo Xu, Yonggui Yan, Colin Sutcher-Shepard, Leopold Grinberg, Jie Chen:
Parallel and distributed asynchronous adaptive stochastic gradient methods. Math. Program. Comput. 15(3): 471-508 (2023) - [j18]Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu:
Correntropy-Based Low-Rank Matrix Factorization With Constraint Graph Learning for Image Clustering. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10433-10446 (2023) - [j17]Gabriel Mancino-Ball, Yangyang Xu, Jie Chen:
A Decentralized Primal-Dual Framework for Non-Convex Smooth Consensus Optimization. IEEE Trans. Signal Process. 71: 525-538 (2023) - [c4]Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu, Jie Chen:
Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization. AAAI 2023: 9055-9063 - [i13]Gabriel Mancino-Ball, Yangyang Xu:
Variance-reduced accelerated methods for decentralized stochastic double-regularized nonconvex strongly-concave minimax problems. CoRR abs/2307.07113 (2023) - 2022
- [j16]Yangyang Xu, Yibo Xu, Yonggui Yan, Jie Chen:
Distributed Stochastic Inertial-Accelerated Methods with Delayed Derivatives for Nonconvex Problems. SIAM J. Imaging Sci. 15(2): 550-590 (2022) - [c3]Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu:
Zeroth-Order Optimization for Composite Problems with Functional Constraints. AAAI 2022: 7453-7461 - [i12]Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu:
Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization. CoRR abs/2212.09513 (2022) - 2021
- [j15]Yangyang Xu:
First-Order Methods for Constrained Convex Programming Based on Linearized Augmented Lagrangian Function. INFORMS J. Optim. 3(1): 89-117 (2021) - [j14]Zichong Li, Yangyang Xu:
Augmented Lagrangian-Based First-Order Methods for Convex-Constrained Programs with Weakly Convex Objective. INFORMS J. Optim. 3(4): 373-397 (2021) - [j13]Yibo Xu, Yangyang Xu:
Katyusha Acceleration for Convex Finite-Sum Compositional Optimization. INFORMS J. Optim. 3(4): 418-443 (2021) - [j12]Yuyuan Ouyang, Yangyang Xu:
Lower complexity bounds of first-order methods for convex-concave bilinear saddle-point problems. Math. Program. 185(1-2): 1-35 (2021) - [j11]Yangyang Xu:
Iteration complexity of inexact augmented Lagrangian methods for constrained convex programming. Math. Program. 185(1-2): 199-244 (2021) - [c2]Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu:
Rate-improved inexact augmented Lagrangian method for constrained nonconvex optimization. AISTATS 2021: 2170-2178 - [i11]Yangyang Xu, Yibo Xu, Yonggui Yan, Jie Chen:
Distributed stochastic inertial methods with delayed derivatives. CoRR abs/2107.11513 (2021) - 2020
- [j10]Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin:
Markov chain block coordinate descent. Comput. Optim. Appl. 75(1): 35-61 (2020) - [j9]Nan Zhou, Badong Chen, Yuanhua Du, Tao Jiang, Jun Liu, Yangyang Xu:
Maximum Correntropy Criterion-Based Robust Semisupervised Concept Factorization for Image Representation. IEEE Trans. Neural Networks Learn. Syst. 31(10): 3877-3891 (2020) - [i10]Yangyang Xu, Colin Sutcher-Shepard, Yibo Xu, Jie Chen:
Asynchronous parallel adaptive stochastic gradient methods. CoRR abs/2002.09095 (2020)
2010 – 2019
- 2019
- [j8]Yangyang Xu:
Asynchronous parallel primal-dual block coordinate update methods for affinely constrained convex programs. Comput. Optim. Appl. 72(1): 87-113 (2019) - [j7]Nan Zhou, Yangyang Xu, Hong Cheng, Zejian Yuan, Badong Chen:
Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection. IEEE Trans. Circuits Syst. Video Technol. 29(2): 404-417 (2019) - 2018
- [i9]Tao Sun, Yuejiao Sun, Yangyang Xu, Wotao Yin:
Markov Chain Block Coordinate Descent. CoRR abs/1811.08990 (2018) - 2017
- [j6]Yangyang Xu, Wotao Yin:
A Globally Convergent Algorithm for Nonconvex Optimization Based on Block Coordinate Update. J. Sci. Comput. 72(2): 700-734 (2017) - 2016
- [j5]Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz:
Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection. Pattern Recognit. 53: 87-101 (2016) - [j4]Zhimin Peng, Yangyang Xu, Ming Yan, Wotao Yin:
ARock: An Algorithmic Framework for Asynchronous Parallel Coordinate Updates. SIAM J. Sci. Comput. 38(5) (2016) - [i8]Zhimin Peng, Tianyu Wu, Yangyang Xu, Ming Yan, Wotao Yin:
Coordinate Friendly Structures, Algorithms and Applications. CoRR abs/1601.00863 (2016) - [i7]Zhimin Peng, Yangyang Xu, Ming Yan, Wotao Yin:
On the Convergence of Asynchronous Parallel Iteration with Arbitrary Delays. CoRR abs/1612.04425 (2016) - 2015
- [j3]Yangyang Xu, Wotao Yin:
Block Stochastic Gradient Iteration for Convex and Nonconvex Optimization. SIAM J. Optim. 25(3): 1686-1716 (2015) - [i6]Nan Zhou, Yangyang Xu, Hong Cheng, Jun Fang, Witold Pedrycz:
Local-Structure Adaptive Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection. CoRR abs/1506.01060 (2015) - [i5]Zhimin Peng, Yangyang Xu, Ming Yan, Wotao Yin:
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates. CoRR abs/1506.02396 (2015) - 2014
- [i4]Yangyang Xu, Wotao Yin:
Block stochastic gradient iteration for convex and nonconvex optimization. CoRR abs/1408.2597 (2014) - [i3]Yangyang Xu, Wotao Yin:
A fast patch-dictionary method for whole image recovery. CoRR abs/1408.3740 (2014) - 2013
- [j2]Yangyang Xu, Wotao Yin:
A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion. SIAM J. Imaging Sci. 6(3): 1758-1789 (2013) - [j1]Ming-Jun Lai, Yangyang Xu, Wotao Yin:
Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed 퓁q Minimization. SIAM J. Numer. Anal. 51(2): 927-957 (2013) - [i2]Yangyang Xu, Ruru Hao, Wotao Yin, Zhixun Su:
Parallel matrix factorization for low-rank tensor completion. CoRR abs/1312.1254 (2013) - 2012
- [c1]Qing Ling, Yangyang Xu, Wotao Yin, Zaiwen Wen:
Decentralized low-rank matrix completion. ICASSP 2012: 2925-2928 - 2011
- [i1]Yangyang Xu, Wotao Yin, Zaiwen Wen, Yin Zhang:
An Alternating Direction Algorithm for Matrix Completion with Nonnegative Factors. CoRR abs/1103.1168 (2011)
Coauthor Index
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