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Ling Liang (梁令）
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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
212023
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
72023
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
62021
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
52022
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
32022
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
22022
An Inexact Halpern Iteration with Application to Distributionally Robust Optimization
L Liang, KC Toh, JJ Zhu
arXiv preprint arXiv:2402.06033, 2024
12024
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, H Chu, KC Toh
arXiv preprint arXiv:2311.01976, 2023
12023
A squared smoothing Newton method for semidefinite programming
L Liang, D Sun, KC Toh
arXiv preprint arXiv:2303.05825, 2023
12023
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
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