| Alternating direction method of multipliers for a class of nonconvex and nonsmooth problems with applications to background/foreground extraction L Yang, TK Pong, X Chen SIAM Journal on Imaging Sciences 10 (1), 74-110, 2017 | 176* | 2017 |
| A fixed point iterative method for low n-rank tensor pursuit L Yang, ZH Huang, X Shi IEEE Transactions on Signal Processing 61 (11), 2952-2962, 2013 | 54 | 2013 |
| A fast globally linearly convergent algorithm for the computation of Wasserstein barycenters L Yang, J Li, D Sun, KC Toh Journal of Machine Learning Research 22 (21), 1-37, 2021 | 36 | 2021 |
| Proximal gradient method with extrapolation and line search for a class of nonconvex and nonsmooth problems L Yang Journal of Optimization Theory and Applications, 2024 | 32* | 2024 |
| A fixed point method for the linear complementarity problem arising from American option pricing XJ Shi, L Yang, ZH Huang Acta Mathematicae Applicatae Sinica, English Series 32 (4), 921-932, 2016 | 29 | 2016 |
| An iterative algorithm for third-order tensor multi-rank minimization L Yang, ZH Huang, S Hu, J Han Computational optimization and applications 63, 169-202, 2016 | 24 | 2016 |
| Bregman proximal point algorithm revisited: A new inexact version and its inertial variant L Yang, KC Toh SIAM Journal on Optimization 32 (3), 1523-1554, 2022 | 21 | 2022 |
| Contrastive deep nonnegative matrix factorization for community detection Y Li, J Chen, C Chen, L Yang, Z Zheng ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 17 | 2024 |
| A nonmonotone alternating updating method for a class of matrix factorization problems L Yang, TK Pong, X Chen SIAM Journal on Optimization 28 (4), 3402-3430, 2018 | 16 | 2018 |
| 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 | 10 | 2023 |
| A splitting augmented Lagrangian method for low multilinear-rank tensor recovery L Yang, ZH Huang, YF Li Asia-Pacific Journal of Operational Research 32 (01), 1540008, 2015 | 8 | 2015 |
| Minimum n-rank approximation via iterative hard thresholding M Zhang, L Yang, ZH Huang Applied Mathematics and Computation 256, 860-875, 2015 | 7 | 2015 |
| Clients collaborate: Flexible differentially private federated learning with guaranteed improvement of utility-privacy trade-off Y Li, T Wang, C Chen, J Lou, B Chen, L Yang, Z Zheng arXiv preprint arXiv:2402.07002, 2024 | 6 | 2024 |
| Inexact Bregman proximal gradient method and its inertial variant with absolute and partial relative stopping criteria L Yang, KC Toh arXiv preprint arXiv:2109.05690, 2021 | 6* | 2021 |
| Sparse Solutions of a Class of Constrained Optimization Problems L Yang, X Chen, S Xiang Mathematics of Operations Research, 2022 | 5 | 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 | 4 | 2024 |
| An inexact Bregman proximal difference-of-convex algorithm with two types of relative stopping criteria L Yang, J Hu, KC Toh arXiv preprint arXiv:2406.04646, 2024 | 3 | 2024 |
| Community-aware efficient graph contrastive learning via personalized self-training Y Li, Y Hu, L Fu, C Chen, L Yang, Z Zheng arXiv preprint arXiv:2311.11073, 2023 | 3 | 2023 |
| First-order splitting algorithms for nonconvex matrix optimization problems L Yang Hong Kong Polytechnic University, 2017 | 2 | 2017 |
| A non-monotone tensor method for unconstrained optimization problems X SHI, LEI YANG, Y ZHANG WSEAS TRANSACTIONS on MATHEMATICS 11 (11), 1006-1017, 2012 | 2* | 2012 |
Kim-Chuan TohProfessor of Mathematics, National University of SingaporeVerified email at nus.edu.sg
