Yakui Huang

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 12

Top Topics

Stochastic Gradient

Linear Complementarity Problem

Top Venues

Comput. Optim. Appl.

Numer. Algorithms

Optim. Methods Softw.

Publications

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) (2023)
Xinrui Li, Yakui Huang
A gradient method exploiting the two dimensional quadratic termination property. Optim. Lett. 17 (6) (2023)
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) (2023)
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
On the Asymptotic Convergence and Acceleration of Gradient Methods. J. Sci. Comput. 90 (1) (2022)
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)
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu, Hongchao Zhang
On the acceleration of the Barzilai-Borwein method. Comput. Optim. Appl. 81 (3) (2022)
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) (2022)
Yakui Huang, Yu-Hong Dai, Xinwei Liu
Equipping the Barzilai-Borwein Method with the Two Dimensional Quadratic Termination Property. SIAM J. Optim. 31 (4) (2021)
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
Gradient methods exploiting spectral properties. Optim. Methods Softw. 35 (4) (2020)
Yu-Hong Dai, Yakui Huang, Xinwei Liu
A family of spectral gradient methods for optimization. Comput. Optim. Appl. 74 (1) (2019)
Yakui Huang, Hongwei Liu
Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization. Comput. Optim. Appl. 65 (3) (2016)
Yakui Huang, Hongwei Liu, Tengteng Yu
Smoothing projected cyclic Barzilai-Borwein method for stochastic linear complementarity problems. Int. J. Comput. Math. 93 (7) (2016)
Yakui Huang, Hongwei Liu, Shuisheng Zhou
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization. Data Min. Knowl. Discov. 29 (6) (2015)
Yakui Huang, Hongwei Liu, Weijie Cong
A note on the smoothing quadratic regularization method for non-Lipschitz optimization. Numer. Algorithms 69 (4) (2015)
Yakui Huang, Hongwei Liu
On the rate of convergence of projected Barzilai-Borwein methods. Optim. Methods Softw. 30 (4) (2015)
Yakui Huang, Hongwei Liu
A Barzilai-Borwein type method for minimizing composite functions. Numer. Algorithms 69 (4) (2015)
Yakui Huang, Hongwei Liu, Sha Zhou
An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization. Appl. Math. Lett. 45 (2015)
Yakui Huang, Hongwei Liu, Sha Zhou
A Barzilai-Borwein type method for stochastic linear complementarity problems. Numer. Algorithms 67 (3) (2014)
Hong-Wei Jiao, Yakui Huang, Jing Chen
A Novel Approach for Solving Semidefinite Programs. J. Appl. Math. 2014 (2014)
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) (2012)
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) (2011)
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) (2011)
Hongwei Liu, Yakui Huang, Xiangli Li
Partial projected Newton method for a class of stochastic linear complementarity problems. Numer. Algorithms 58 (4) (2011)
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) (2011)