| Implementing the alternating direction method of multipliers for big datasets: A case study of least absolute shrinkage and selection operator H Yue, Q Yang, X Wang, X Yuan SIAM Journal on Scientific Computing 40 (5), A3121-A3156, 2018 | 18 | 2018 |
| Bilinear optimal control of an advection-reaction-diffusion system R Glowinski, Y Song, X Yuan, H Yue SIAM Review 64 (2), 392-421, 2022 | 13 | 2022 |
| Application of the alternating direction method of multipliers to control constrained parabolic optimal control problems and beyond R Glowinski, Y Song, X Yuan, H Yue Ann. Appl. Math 38 (2), 115-158, 2022 | 11 | 2022 |
| An inexact Uzawa algorithmic framework for nonlinear saddle point problems with applications to elliptic optimal control problem Y Song, X Yuan, H Yue SIAM Journal on Numerical Analysis 57 (6), 2656-2684, 2019 | 11 | 2019 |
| The ADMM-PINNs algorithmic framework for nonsmooth PDE-constrained optimization: a deep learning approach Y Song, X Yuan, H Yue arXiv preprint arXiv:2302.08309, 2023 | 6 | 2023 |
| An ADMM-Newton-CNN numerical approach to a TV model for identifying discontinuous diffusion coefficients in elliptic equations: convex case with gradient observations W Tian, X Yuan, H Yue Inverse Problems 37 (8), 085004, 2021 | 4 | 2021 |
| Accelerated primal-dual methods with enlarged step sizes and operator learning for nonsmooth optimal control problems Y Song, X Yuan, H Yue arXiv preprint arXiv:2307.00296, 2023 | 2 | 2023 |
| A numerical approach to the optimal control of thermally convective flows Y Song, X Yuan, H Yue Journal of Computational Physics 494, 112458, 2023 | 1 | 2023 |
| The Hard-Constraint PINNs for Interface Optimal Control Problems MC Lai, Y Song, X Yuan, H Yue, T Zeng arXiv preprint arXiv:2308.06709, 2023 | 1 | 2023 |
| A Single-Loop Stochastic Proximal Quasi-Newton Method for Large-Scale Nonsmooth Convex Optimization Y Song, Z Wang, X Yuan, H Yue arXiv preprint arXiv:2409.16971, 2024 | | 2024 |
| An Operator Learning Approach to Nonsmooth Optimal Control of Nonlinear PDEs Y Song, X Yuan, H Yue, T Zeng arXiv preprint arXiv:2409.14417, 2024 | | 2024 |
| Implementing the Alternating Direction Method of Multipliers for Big Datasets H Yue, Q Yang, X Wang, X Yuan | | |
