Yakui Huang

27 papers Journal 27
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving the stochastically controlled stochastic gradient method by the bandwidth-based stepsize.
Comput. Optim. Appl.
Chenchen Liu, Yakui Huang, Dan Wang
2025 J jnl
Stochastic Polyak stepsize for SGD with variance reduction and momentum.
Optim. Lett.
Chenchen Liu, Yakui Huang
2023 J jnl
A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence.
IEEE Trans. Autom. Control.
Juan Gao, Xinwei Liu, Yu-Hong Dai, Yakui Huang, Peng Yang
2023 J jnl
A gradient method exploiting the two dimensional quadratic termination property.
Optim. Lett.
Xinrui Li, Yakui Huang
2023 J jnl
Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization.
Comput. Optim. Appl.
Juan Gao, Xinwei Liu, Yu-Hong Dai, Yakui Huang, Junhua Gu
2022 J jnl
A novel augmented Lagrangian method of multipliers for optimization with general inequality constraints.
Math. Comput.
Xinwei Liu, Yu-Hong Dai, Yakui Huang, Jie Sun
2022 J jnl
A primal-dual interior-point relaxation method with global and rapidly local convergence for nonlinear programs.
Math. Methods Oper. Res.
Xin-Wei Liu, Yu-Hong Dai, Yakui Huang
2022 J jnl
Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes.
Sci. China Inf. Sci.
Juan Gao, Xin-Wei Liu, Yu-Hong Dai, Yakui Huang, Peng Yang
2022 J jnl
On the Asymptotic Convergence and Acceleration of Gradient Methods.
J. Sci. Comput.
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
2022 J jnl
On the acceleration of the Barzilai-Borwein method.
Comput. Optim. Appl.
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu, Hongchao Zhang
2021 J jnl
Equipping the Barzilai-Borwein Method with the Two Dimensional Quadratic Termination Property.
SIAM J. Optim.
Yakui Huang, Yu-Hong Dai, Xinwei Liu
2020 J jnl
Gradient methods exploiting spectral properties.
Optim. Methods Softw.
Yakui Huang, Yu-Hong Dai, Xinwei Liu, Hongchao Zhang
2019 J jnl
A family of spectral gradient methods for optimization.
Comput. Optim. Appl.
Yu-Hong Dai, Yakui Huang, Xinwei Liu
2016 J jnl
Smoothing projected Barzilai-Borwein method for constrained non-Lipschitz optimization.
Comput. Optim. Appl.
Yakui Huang, Hongwei Liu
2016 J jnl
Smoothing projected cyclic Barzilai-Borwein method for stochastic linear complementarity problems.
Int. J. Comput. Math.
Yakui Huang, Hongwei Liu, Tengteng Yu
2015 J jnl
A Barzilai-Borwein type method for minimizing composite functions.
Numer. Algorithms
Yakui Huang, Hongwei Liu
2015 J jnl
A note on the smoothing quadratic regularization method for non-Lipschitz optimization.
Numer. Algorithms
Yakui Huang, Hongwei Liu, Weijie Cong
2015 J jnl
An efficient monotone projected Barzilai-Borwein method for nonnegative matrix factorization.
Appl. Math. Lett.
Yakui Huang, Hongwei Liu, Sha Zhou
2015 J jnl
On the rate of convergence of projected Barzilai-Borwein methods.
Optim. Methods Softw.
Yakui Huang, Hongwei Liu
2015 J jnl
Quadratic regularization projected Barzilai-Borwein method for nonnegative matrix factorization.
Data Min. Knowl. Discov.
Yakui Huang, Hongwei Liu, Shuisheng Zhou
2014 J jnl
A Barzilai-Borwein type method for stochastic linear complementarity problems.
Numer. Algorithms
Yakui Huang, Hongwei Liu, Sha Zhou
2014 J jnl
A Novel Approach for Solving Semidefinite Programs.
J. Appl. Math.
Hong-Wei Jiao, Yakui Huang, Jing Chen
2012 J jnl
Trust-region method for box-constrained semismooth equations and its applications to complementary problems.
Int. J. Comput. Math.
Hongwei Liu, Xiangli Li, Yakui Huang
2011 J jnl
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.
Hongwei Liu, Xiangli Li, Yakui Huang
2011 J jnl
New reformulation and feasible semismooth Newton method for a class of stochastic linear complementarity problems.
Appl. Math. Comput.
Hongwei Liu, Yakui Huang, Xiangli Li
2011 J jnl
Partial projected Newton method for a class of stochastic linear complementarity problems.
Numer. Algorithms
Hongwei Liu, Yakui Huang, Xiangli Li
2011 J jnl
Solving equations via the trust region and its application to a class of stochastic linear complementarity problems.
Comput. Math. Appl.
Hongwei Liu, Xiangli Li, Yakui Huang