An inexact projected gradient method with rounding and lifting by nonlinear programming for solving rank-one semidefinite relaxation of polynomial optimization H Yang, L Liang, L Carlone, KC Toh Mathematical Programming 201 (1), 409-472, 2023 | 27 | 2023 |
An efficient implementable inexact entropic proximal point algorithm for a class of linear programming problems HTM Chu, L Liang, KC Toh, L Yang Computational Optimization and Applications 85 (1), 107-146, 2023 | 8 | 2023 |
QPPAL: A two-phase proximal augmented Lagrangian method for high-dimensional convex quadratic programming problems L Liang, X Li, D Sun, KC Toh ACM Transactions on Mathematical Software (TOMS) 48 (3), 1-27, 2022 | 8 | 2022 |
An inexact augmented Lagrangian method for second-order cone programming with applications L Liang, D Sun, KC Toh SIAM Journal on Optimization 31 (3), 1748-1773, 2021 | 7 | 2021 |
A new homotopy proximal variable-metric framework for composite convex minimization Q Tran-Dinh, L Liang, KC Toh Mathematics of Operations Research 47 (1), 508-539, 2022 | 4 | 2022 |
An Inexact Halpern Iteration with Application to Distributionally Robust Optimization L Liang, KC Toh, JJ Zhu arXiv preprint arXiv:2402.06033, 2024 | 2 | 2024 |
A squared smoothing Newton method for semidefinite programming L Liang, D Sun, KC Toh arXiv preprint arXiv:2303.05825, 2023 | 2 | 2023 |
On Degenerate Doubly Nonnegative Projection Problems Y Cui, L Liang, D Sun, KC Toh Mathematics of Operations Research 47 (3), 2219-2239, 2022 | 2* | 2022 |
Accelerating nuclear-norm regularized low-rank matrix optimization through Burer-Monteiro decomposition C Lee, L Liang, T Tang, KC Toh arXiv preprint arXiv:2204.14067, 2022 | 2 | 2022 |
A Corrected Inexact Proximal Augmented Lagrangian Method with a Relative Error Criterion for a Class of Group-Quadratic Regularized Optimal Transport Problems L Yang, L Liang, HTM Chu, KC Toh Journal of Scientific Computing 99 (3), 79, 2024 | 1 | 2024 |
Nesterov's Accelerated Jacobi-Type Methods for Large-scale Symmetric Positive Semidefinite Linear Systems L Liang, Q Pang, KC Toh, H Yang arXiv preprint arXiv:2407.03272, 2024 | | 2024 |
Vertex Exchange Method for a Class of Quadratic Programming Problems L Liang, KC Toh, H Yang arXiv preprint arXiv:2407.03294, 2024 | | 2024 |
Fast and Certifiable Trajectory Optimization S Kang, X Xu, J Sarva, L Liang, H Yang arXiv preprint arXiv:2406.05846, 2024 | | 2024 |
On the Stochastic (Variance-Reduced) Proximal Gradient Method for Regularized Expected Reward Optimization L Liang, H Yang arXiv preprint arXiv:2401.12508, 2024 | | 2024 |
A Sparse Smoothing Newton Method for Solving Discrete Optimal Transport Problems D Hou, L Liang, KC Toh arXiv preprint arXiv:2311.06448, 2023 | | 2023 |