Rujun Jiang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 22

Top Topics

Quadratic Program

Semidefinite Program

Top Venues

Math. Oper. Res.

Publications

Wutao Si, Pierre-Antoine Absil, Wen Huang, Rujun Jiang, Simon Vary
A Riemannian Proximal Newton Method. SIAM J. Optim. 34 (1) (2024)
Jiulin Wang, Xu Shi, Rujun Jiang
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method. AISTATS (2024)
He Chen, Haochen Xu, Rujun Jiang, Anthony Man-Cho So
Lower-level Duality Based Reformulation and Majorization Minimization Algorithm for Hyperparameter Optimization. AISTATS (2024)
Yuze Ge, Rujun Jiang
SOREL: A Stochastic Algorithm for Spectral Risks Minimization. CoRR (2024)
Rufeng Xiao, Yuze Ge, Rujun Jiang, Yifan Yan
A Unified Framework for Rank-based Loss Minimization. NeurIPS (2023)
Rujun Jiang, Duan Li
Exactness Conditions for Semidefinite Programming Relaxations of Generalization of the Extended Trust Region Subproblem. Math. Oper. Res. 48 (3) (2023)
Bojun Lu, Duan Li, Rujun Jiang
Tackling A Class of Hard Subset-Sum Problems: Integration of Lattice Attacks with Disaggregation Techniques. CoRR (2022)
Rujun Jiang, Xudong Li
Hölderian Error Bounds and Kurdyka-Łojasiewicz Inequality for the Trust Region Subproblem. Math. Oper. Res. 47 (4) (2022)
Jiali Wang, Wen Huang, Rujun Jiang, Xudong Li, Alex L. Wang
Solving Stackelberg Prediction Game with Least Squares Loss via Spherically Constrained Least Squares Reformulation. ICML (2022)
Rujun Jiang, Man-Chung Yue, Zhishuo Zhou
An accelerated first-order method with complexity analysis for solving cubic regularization subproblems. Comput. Optim. Appl. 79 (2) (2021)
Hezhi Luo, Xiaodong Ding, Jiming Peng, Rujun Jiang, Duan Li
Complexity Results and Effective Algorithms for Worst-Case Linear Optimization Under Uncertainties. INFORMS J. Comput. 33 (1) (2021)
Jiali Wang, He Chen, Rujun Jiang, Xudong Li, Zihao Li
Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss. ICML (2021)
Rujun Jiang, Duan Li
A Linear-Time Algorithm for Generalized Trust Region Subproblems. SIAM J. Optim. 30 (1) (2020)
Rujun Jiang, Duan Li
Semidefinite Programming Based Convex Relaxation for Nonconvex Quadratically Constrained Quadratic Programming. WCGO (2019)
Baiyi Wu, Duan Li, Rujun Jiang
Quadratic convex reformulation for quadratic programming with linear on-off constraints. Eur. J. Oper. Res. 274 (3) (2019)
Rujun Jiang, Duan Li
On Conic Relaxations of Generalization of the Extended Trust Region Subproblem. WCGO (2019)
Rujun Jiang, Duan Li
Novel Reformulations and Efficient Algorithms for the Generalized Trust Region Subproblem. SIAM J. Optim. 29 (2) (2019)
Rujun Jiang, Duan Li
Second order cone constrained convex relaxations for nonconvex quadratically constrained quadratic programming. J. Glob. Optim. 75 (2) (2019)
Rujun Jiang, Huikang Liu, Anthony Man-Cho So
LPA-SD: An Efficient First-Order Method for Single-Group Multicast Beamforming. SPAWC (2018)
Rujun Jiang, Duan Li, Baiyi Wu
SOCP reformulation for the generalized trust region subproblem via a canonical form of two symmetric matrices. Math. Program. 169 (2) (2018)
Xueting Cui, Xiaoling Sun, Shushang Zhu, Rujun Jiang, Duan Li
Portfolio Optimization with Nonparametric Value at Risk: A Block Coordinate Descent Method. INFORMS J. Comput. 30 (3) (2018)
Rujun Jiang, Duan Li
Simultaneous Diagonalization of Matrices and Its Applications in Quadratically Constrained Quadratic Programming. SIAM J. Optim. 26 (3) (2016)