| A block coordinate descent method for regularized multiconvex optimization with applications to nonnegative tensor factorization and completion Y Xu, W Yin SIAM Journal on Imaging Sciences 6 (3), 1758-1789, 2013 | 1348 | 2013 |
| Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed Lq Minimization MJ Lai, Y Xu, W Yin SIAM Journal on Numerical Analysis 51 (2), 927-957, 2013 | 471 | 2013 |
| An alternating direction algorithm for matrix completion with nonnegative factors Y Xu, W Yin, Z Wen, Y Zhang Frontiers of Mathematics in China 7 (2), 365-384, 2012 | 401 | 2012 |
| Parallel matrix factorization for low-rank tensor completion Y Xu, R Hao, W Yin, Z Su Inverse Problems and Imaging 9 (2), 601-624, 2015 | 382 | 2015 |
| ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates Z Peng, Y Xu, M Yan, W Yin SIAM Journal on Scientific Computing 38 (5), A2851-A2879, 2016 | 324 | 2016 |
| A globally convergent algorithm for nonconvex optimization based on block coordinate update Y Xu, W Yin Journal of Scientific Computing 72 (2), 700-734, 2017 | 322 | 2017 |
| Lower complexity bounds of first-order methods for convex-concave bilinear saddle-point problems Y Ouyang, Y Xu Mathematical Programming, Series A, 184, 1--35, 2021 | 228 | 2021 |
| Block stochastic gradient iteration for convex and nonconvex optimization Y Xu, W Yin SIAM Journal on Optimization 25 (3), 1686-1716, 2015 | 160 | 2015 |
| Accelerated first-order primal-dual proximal methods for linearly constrained composite convex programming Y Xu SIAM Journal on Optimization 27 (3), 1459-1484, 2017 | 127 | 2017 |
| A Primer on Coordinate Descent Algorithms HJM Shi, S Tu, Y Xu, W Yin arXiv preprint arXiv:1610.00040, 2016 | 126 | 2016 |
| Iteration complexity of inexact augmented Lagrangian methods for constrained convex programming Y Xu Mathematical Programming, Series A, 185, 199--244, 2021 | 119 | 2021 |
| Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection N Zhou, Y Xu, H Cheng, J Fang, W Pedrycz Pattern Recognition 53, 87-101, 2016 | 106 | 2016 |
| Alternating proximal gradient method for sparse nonnegative Tucker decomposition Y Xu Mathematical Programming Computation 7 (1), 39-70, 2015 | 98 | 2015 |
| Coordinate Friendly Structures, Algorithms and Applications Z Peng, T Wu, Y Xu, M Yan, W Yin Annals of Mathematical Sciences and Applications 1 (1), 57-119, 2016 | 84 | 2016 |
| A fast patch-dictionary method for whole image recovery Y Xu, W Yin Inverse Problems and Imaging 10 (2), 563-583, 2016 | 75 | 2016 |
| Decentralized low-rank matrix completion Q Ling, Y Xu, W Yin, Z Wen 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 75 | 2012 |
| Complexity of an inexact proximal-point penalty method for constrained smooth non-convex optimization Q Lin, R Ma, Y Xu Computational Optimization and Applications 82, 175--224, 2022 | 73* | 2022 |
| Primal-dual stochastic gradient method for convex programs with many functional constraints Y Xu SIAM Journal on Optimization 30 (2), 1664-1692, 2020 | 69 | 2020 |
| ADMM for the SDP relaxation of the QAP DE Oliveira, H Wolkowicz, Y Xu Mathematical Programming Computation 10 (4), 631-658, 2018 | 53 | 2018 |
| First-order methods for constrained convex programming based on linearized augmented Lagrangian function Y Xu INFORMS Journal on Optimization 3 (1), 89-117, 2021 | 52* | 2021 |
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