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2020 – today
- 2023
[j25]Juan Gao, Xinwei Liu
, Yu-Hong Dai, Yakui Huang, Junhua Gu:
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization. Comput. Optim. Appl. 84(2): 531-572 (2023)- [j24]Xinrui Li, Yakui Huang:
A gradient method exploiting the two dimensional quadratic termination property. Optim. Lett. 17(6): 1413-1434 (2023) - [j23]Juan Gao, Xinwei Liu, Yu-Hong Dai, Yakui Huang, Peng Yang:
A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence. IEEE Trans. Autom. Control. 68(2): 1085-1092 (2023) - 2022
- [j22]Juan Gao, Xin-Wei Liu, Yu-Hong Dai, Yakui Huang, Peng Yang:
Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes. Sci. China Inf. Sci. 65(4) (2022) - [j21]Yakui Huang, Yu-Hong Dai, Xin-Wei Liu, Hongchao Zhang:
On the acceleration of the Barzilai-Borwein method. Comput. Optim. Appl. 81(3): 717-740 (2022) - [j20]Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang:
On the Asymptotic Convergence and Acceleration of Gradient Methods. J. Sci. Comput. 90(1): 7 (2022) - [j19]Xin-Wei Liu, Yu-Hong Dai, Yakui Huang:
A primal-dual interior-point relaxation method with global and rapidly local convergence for nonlinear programs. Math. Methods Oper. Res. 96(3): 351-382 (2022) - [j18]Xinwei Liu, Yu-Hong Dai, Yakui Huang, Jie Sun:
A novel augmented Lagrangian method of multipliers for optimization with general inequality constraints. Math. Comput. 92(341): 1301-1330 (2022) - 2021
- [j17]Yakui Huang, Yu-Hong Dai, Xinwei Liu:
Equipping the Barzilai-Borwein Method with the Two Dimensional Quadratic Termination Property. SIAM J. Optim. 31(4): 3068-3096 (2021) - 2020
- [j16]Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang:
Gradient methods exploiting spectral properties. Optim. Methods Softw. 35(4): 681-705 (2020)
2010 – 2019
- 2019
- [j15]Yu-Hong Dai, Yakui Huang, Xinwei Liu:
A family of spectral gradient methods for optimization. Comput. Optim. Appl. 74(1): 43-65 (2019) - 2016
- [j14]Yakui Huang, Hongwei Liu:
Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization. Comput. Optim. Appl. 65(3): 671-698 (2016) - [j13]Yakui Huang, Hongwei Liu, Tengteng Yu:
Smoothing projected cyclic Barzilai-Borwein method for stochastic linear complementarity problems. Int. J. Comput. Math. 93(7): 1188-1199 (2016) - 2015
- [j12]Yakui Huang, Hongwei Liu, Sha Zhou:
An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization. Appl. Math. Lett. 45: 12-17 (2015) - [j11]Yakui Huang, Hongwei Liu, Shuisheng Zhou:
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Data Min. Knowl. Discov. 29(6): 1665-1684 (2015) - [j10]Yakui Huang, Hongwei Liu:
A Barzilai-Borwein type method for minimizing composite functions. Numer. Algorithms 69(4): 819-838 (2015) - [j9]Yakui Huang, Hongwei Liu, Weijie Cong:
A note on the smoothing quadratic regularization method for non-Lipschitz optimization. Numer. Algorithms 69(4): 863-874 (2015) - [j8]Yakui Huang, Hongwei Liu:
On the rate of convergence of projected Barzilai-Borwein methods. Optim. Methods Softw. 30(4): 880-892 (2015) - 2014
- [j7]Hong-Wei Jiao, Yakui Huang, Jing Chen:
A Novel Approach for Solving Semidefinite Programs. J. Appl. Math. 2014: 613205:1-613205:9 (2014) - [j6]Yakui Huang, Hongwei Liu, Sha Zhou:
A Barzilai-Borwein type method for stochastic linear complementarity problems. Numer. Algorithms 67(3): 477-489 (2014) - 2012
- [j5]Hongwei Liu, Xiangli Li, Yakui Huang:
Trust-region method for box-constrained semismooth equations and its applications to complementary problems. Int. J. Comput. Math. 89(17): 2281-2306 (2012) - 2011
- [j4]Hongwei Liu, Yakui Huang, Xiangli Li:
New reformulation and feasible semismooth Newton method for a class of stochastic linear complementarity problems. Appl. Math. Comput. 217(23): 9723-9740 (2011) - [j3]Hongwei Liu, Xiangli Li, Yakui Huang:
Solving equations via the trust region and its application to a class of stochastic linear complementarity problems. Comput. Math. Appl. 61(6): 1646-1664 (2011) - [j2]Hongwei Liu, Xiangli Li, Yakui Huang:
Corrigendum to "Solving equations via the trust region and its application to a class of stochastic linear complementarity problems" [Comput. Math. Appl. 61 (2011) 1646-1664]. Comput. Math. Appl. 61(11): 3400 (2011) - [j1]Hongwei Liu, Yakui Huang, Xiangli Li:
Partial projected Newton method for a class of stochastic linear complementarity problems. Numer. Algorithms 58(4): 593-618 (2011)
Coauthor Index
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