| An ADMM numerical approach to linear parabolic state constrained optimal control problems R Glowinski, Y Song, X Yuan Numerische Mathematik 144 (4), 931-966, 2020 | 27 | 2020 |
| 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 | 20* | 2022 |
| An alternating direction method of multipliers for elliptic equation constrained optimization problem K Zhang, JS Li, YC Song, XS Wang Science China Mathematics 60, 361-378, 2017 | 20 | 2017 |
| Bilinear optimal control of an advection-reaction-diffusion system R Glowinski, Y Song, X Yuan, H Yue SIAM Review 64 (2), 392-421, 2022 | 14 | 2022 |
| Lattice structure design optimization under localized linear buckling constraints M Li, Y Song, X Yang, K Zhang Computers & Structures 286, 107112, 2023 | 11 | 2023 |
| 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 SIAM Journal on Scientific Computing 46 (6), C659-C687, 2024 | 7 | 2024 |
| Approximate and weighted data reconstruction attack in federated learning Y Song, Z Wang, E Zuazua arXiv preprint arXiv:2308.06822, 2023 | 7 | 2023 |
| A two-stage numerical approach for the sparse initial source identification of a diffusion–advection equation U Biccari, Y Song, X Yuan, E Zuazua Inverse Problems 39 (9), 095003, 2023 | 7 | 2023 |
| FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning Y Song, Z Wang, E Zuazua Neural Networks 181, 106772, 2025 | 4 | 2025 |
| 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 |
| Alternating direction based method for optimal control problem constrained by Stokes equation Y Gao, J Li, Y Song, C Wang, K Zhang Journal of Inverse and Ill-posed Problems 30 (1), 81-99, 2022 | 2 | 2022 |
| 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 |
| An augmented Lagrangian method for state constrained linear parabolic optimal control problems H Wang, C Yu, Y Song Journal of Optimization Theory and Applications, 1-31, 2024 | | 2024 |
| Preconditioned weak Galerkin finite element method for Poisson equation by least squares reconstruction F Huo, Y Song, K Zhang Communications on Analysis and Computation, 0-0, 2024 | | 2024 |
| First Order Numerical Algorithms for Some Optimal Control Problems with PDE Constraints S Yongcun The University of Hong Kong, 2021 | | 2021 |
| First order numerical algorithms for some optimal control problems with PDE constraints Y Song HKU Theses Online (HKUTO), 2021 | | 2021 |
Xiaoming YuanThe University of Hong KongVerified email at hku.hk