Yong Xia

64 papers A* 2Journal 60Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A QP1QC Approach for Deciding Whether or Not Two Quadratic Surfaces Intersect.
SIAM J. Optim.
Huu-Quang Nguyen, Ting-Tsen Lin, Ruey-Lin Sheu, Yong Xia
2026 J jnl
Global optimization of a convex-concave fraction plus a convex function using hidden sawtooth-curve bounds via a two-layer dual approach.
J. Comput. Appl. Math.
Longfei Wang, Yong Xia, Yunhai Xiao
2026 J jnl
SPP-SBL: Space-Power Prior Sparse Bayesian Learning for Block Sparse Recovery.
IEEE Trans. Signal Process.
Yanhao Zhang, Zhihan Zhu, Yong Xia
2025 J jnl
A unified algorithmic framework for dynamic compressive sensing.
Signal Process.
Xiaozhi Liu, Yong Xia
2025 A* conf
Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination.
ICML
Zhihan Zhu, Yanhao Zhang, Yong Xia
2025 J jnl
Bivalent quadratic optimization with sum-of-square of quadratic penalties.
J. Comb. Optim.
Tongli Zhang, Yong Xia
2025 J jnl
Convergence rate of projected subgradient method with time-varying step-sizes.
Optim. Lett.
Zhihan Zhu, Yanhao Zhang, Yong Xia
2025 J jnl
Cubic NK-SVD: An algorithm for designing parametric dictionary in frequency estimation.
Signal Process.
Xiaozhi Liu, Yong Xia
2025 J jnl
O(1/k
Numer. Algorithms
Tao Zhang, Yong Xia, Shiru Li
2025 J jnl
SPP-SBL: Space-Power Prior Sparse Bayesian Learning for Block Sparse Recovery.
CoRR
Yanhao Zhang, Zhihan Zhu, Yong Xia
2024 J jnl
A family of Barzilai-Borwein steplengths from the viewpoint of scaled total least squares.
Comput. Optim. Appl.
Shiru Li, Tao Zhang, Yong Xia
2024 A* conf
Block Sparse Bayesian Learning: A Diversified Scheme.
NeurIPS
Yanhao Zhang, Zhihan Zhu, Yong Xia
2024 J jnl
Learning with Diversification from Block Sparse Signal.
CoRR
Yanhao Zhang, Zhihan Zhu, Yong Xia
2024 J jnl
Linear Programming on the Stiefel Manifold.
SIAM J. Optim.
Mengmeng Song, Yong Xia
2023 J jnl
A partial ellipsoidal approximation scheme for nonconvex homogeneous quadratic optimization with quadratic constraints.
Math. Methods Oper. Res.
Zhuoyi Xu, Linbin Li, Yong Xia
2023 J jnl
An indefinite proximal subgradient-based algorithm for nonsmooth composite optimization.
J. Glob. Optim.
Rui Liu, Deren Han, Yong Xia
2023 J jnl
Calabi-Polyak convexity theorem, Yuan's lemma and S-lemma: extensions and applications.
J. Glob. Optim.
Mengmeng Song, Yong Xia
2023 J jnl
Local Optimality Conditions for a Family of Hidden Convex Optimization.
INFORMS J. Optim.
Mengmeng Song, Yong Xia, Hongying Liu
2023 J jnl
On Local Minimizers of Nonconvex Homogeneous Quadratically Constrained Quadratic Optimization with at Most Two Constraints.
SIAM J. Optim.
Mengmeng Song, Hongying Liu, Jiulin Wang, Yong Xia
2023 J jnl
Simultaneous perturbation stochastic approximation: towards one-measurement per iteration.
Numer. Algorithms
Shiru Li, Yong Xia, Zi Xu
2022 J jnl
Comment on "Approximation algorithms for quadratic programming".
J. Comb. Optim.
Tongli Zhang, Yong Xia
2022 J jnl
Covering a simplex by spheres: complexity and algorithms.
J. Glob. Optim.
Tongli Zhang, Yong Xia
2022 J jnl
On Local Nonglobal Minimum of Trust-Region Subproblem and Extension.
J. Optim. Theory Appl.
Jiulin Wang, Mengmeng Song, Yong Xia
2022 J jnl
Toward Nonquadratic S-Lemma: New Theory and Application in Nonconvex Optimization.
J. Optim. Theory Appl.
Mei-Jia Yang, Shu Wang, Yong Xia
2021 J jnl
A New Global Optimization Scheme for Quadratic Programs with Low-Rank Nonconvexity.
INFORMS J. Comput.
Xiaoli Cen, Yong Xia
2021 J jnl
A linear-time algorithm for minimizing the ratio of quadratic functions with a quadratic constraint.
Comput. Appl. Math.
Liping Wang, Tengfei Ma, Yong Xia
2021 J jnl
Cheaper relaxation and better approximation for multi-ball constrained quadratic optimization and extension.
J. Glob. Optim.
Zhuoyi Xu, Yong Xia, Jiulin Wang
2021 J jnl
Chebyshev center of the intersection of balls: complexity, relaxation and approximation.
Math. Program.
Yong Xia, Mei-Jia Yang, Shu Wang
2021 J jnl
Quadratic double-ratio minimax optimization.
Oper. Res. Lett.
Arezu Zare, Ali Ashrafi, Yong Xia
2020 J jnl
Closing the Gap between Necessary and Sufficient Conditions for Local Nonglobal Minimizer of Trust Region Subproblem.
SIAM J. Optim.
Jiulin Wang, Yong Xia
2020 J jnl
Efficient local search procedures for quadratic fractional programming problems.
Comput. Optim. Appl.
Luca Consolini, Marco Locatelli, Jiulin Wang, Yong Xia
2020 J jnl
Globally maximizing the sum of squares of quadratic forms over the unit sphere.
Optim. Lett.
Xiaoli Cen, Yong Xia
2020 J jnl
Globally minimizing the sum of a convex-concave fraction and a convex function based on wave-curve bounds.
J. Glob. Optim.
Yong Xia, Longfei Wang, Xiaohui Wang
2020 J jnl
On Lagrangian duality gap of quadratic fractional programming with a two-sided quadratic constraint.
Optim. Lett.
Mei-Jia Yang, Yong Xia
2019 J jnl
A Linear-Time Algorithm for Globally Maximizing the Sum of a Generalized Rayleigh Quotient and a Quadratic Form on the Unit Sphere.
SIAM J. Optim.
Long-Fei Wang, Yong Xia
2019 J jnl
A fast algorithm for globally solving Tikhonov regularized total least squares problem.
J. Glob. Optim.
Yong Xia, Longfei Wang, Mei-Jia Yang
2019 — conf
On Chebyshev Center of the Intersection of Two Ellipsoids.
WCGO
Xiaoli Cen, Yong Xia, Runxuan Gao, Tianzhi Yang
2019 — conf
Solving a Type of the Tikhonov Regularization of the Total Least Squares by a New S-Lemma.
WCGO
Huu-Quang Nguyen, Ruey-Lin Sheu, Yong Xia
2018 J jnl
Approximating the weighted maximin dispersion problem over an $$\ell _p$$ ℓ p -ball: SDP relaxation is misleading.
Optim. Lett.
Zuping Wu, Yong Xia, Shu Wang
2018 J jnl
Efficiently solving total least squares with Tikhonov identical regularization.
Comput. Optim. Appl.
Mei-Jia Yang, Yong Xia, Jiulin Wang, Jiming Peng
2018 J jnl
Minimizing the sum of linear fractional functions over the cone of positive semidefinite matrices: Approximation and applications.
Oper. Res. Lett.
Yong Xia, Longfei Wang, Shu Wang
2017 J jnl
A linear-time algorithm for the trust region subproblem based on hidden convexity.
Optim. Lett.
Jiulin Wang, Yong Xia
2016 J jnl
An SDP approach for quadratic fractional problems with a two-sided quadratic constraint.
Optim. Methods Softw.
Van-Bong Nguyen, Ruey-Lin Sheu, Yong Xia
2016 J jnl
Maximizing the sum of a generalized Rayleigh quotient and another Rayleigh quotient on the unit sphere via semidefinite programming.
J. Glob. Optim.
Van-Bong Nguyen, Ruey-Lin Sheu, Yong Xia
2016 J jnl
On linearization techniques for budget-constrained binary quadratic programming problems.
Oper. Res. Lett.
Mei-Jia Yang, Yong Xia, Hui-Min Zou
2016 J jnl
On the Ball-Constrained Weighted Maximin Dispersion Problem.
SIAM J. Optim.
Shu Wang, Yong Xia
2016 J jnl
S-lemma with equality and its applications.
Math. Program.
Yong Xia, Shu Wang, Ruey-Lin Sheu
2016 J jnl
Strong duality in optimization: shifted power reformulation.
Optim. Methods Softw.
Yong Xia, Duan Li
2015 J jnl
On Sufficient Global Optimality Conditions for Bivalent Quadratic Programs with Quadratic Constraints.
Asia Pac. J. Oper. Res.
Yu-Jun Gong, Yong Xia
2015 J jnl
On improving convex quadratic programming relaxation for the quadratic assignment problem.
J. Comb. Optim.
Yong Xia, Wajeb Gharibi
2015 J jnl
Parametric Lagrangian dual for the binary quadratic programming problem.
J. Glob. Optim.
Yong Xia, Wenxun Xing
2015 J jnl
Strong duality for generalized trust region subproblem: S-lemma with interval bounds.
Optim. Lett.
Shu Wang, Yong Xia
2014 J jnl
Partial Lagrangian relaxation for the unbalanced orthogonal Procrustes problem.
Math. Methods Oper. Res.
Yong Xia, Ying-Wei Han
2013 J jnl
New results on semidefinite bounds for
RAIRO Oper. Res.
Yong Xia
2013 J jnl
Tightening a copositive relaxation for standard quadratic optimization problems.
Comput. Optim. Appl.
Yong Xia, Ruey-Lin Sheu, Xiaoling Sun, Duan Li
2012 J jnl
Duality and solutions for quadratic programming over single non-homogeneous quadratic constraint.
J. Glob. Optim.
Joe-Mei Feng, Gang-Xuan Lin, Ruey-Lin Sheu, Yong Xia
2012 J jnl
Improved estimation of duality gap in binary quadratic programming using a weighted distance measure.
Eur. J. Oper. Res.
Yong Xia, Ruey-Lin Sheu, Xiaoling Sun, Duan Li
2011 J jnl
On The Reduction of Duality Gap in Box Constrained Nonconvex Quadratic Program.
SIAM J. Optim.
Yong Xia, Xiaoling Sun, Duan Li, Xiaojin Zheng
2011 J jnl
Two-point step-size iterative soft-thresholding method for sparse reconstruction.
Int. J. Comput. Math.
Hao Wang, Hongying Liu, Yong Xia
2010 J jnl
An efficient continuation method for quadratic assignment problems.
Comput. Oper. Res.
Yong Xia
2010 J jnl
Duality Gap Estimation of Linear Equality Constrained Binary Quadratic Programming.
Math. Oper. Res.
Xiaojin Zheng, Xiaoling Sun, Duan Li, Yong Xia
2009 J jnl
Convex Hull Presentation of a quadratically Constrained Set and its Application in Solving Quadratic Programming Problems.
Asia Pac. J. Oper. Res.
Yong Xia
2009 J jnl
New optimality conditions for quadratic optimization problems with binary constraints.
Optim. Lett.
Yong Xia
2008 J jnl
Second order cone programming relaxation for quadratic assignment problems.
Optim. Methods Softw.
Yong Xia