Shujun Bi

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 18

Top Topics

Convex Relaxation

Minimization Problems

Top Venues

J. Glob. Optim.

Comput. Optim. Appl.

J. Optim. Theory Appl.

Publications

Dongdong Zhang, Shaohua Pan, Shujun Bi, Defeng Sun
Zero-norm regularized problems: equivalent surrogates, proximal MM method and statistical error bound. Comput. Optim. Appl. 86 (2) (2023)
Yitian Qian, Shaohua Pan, Shujun Bi
A matrix nonconvex relaxation approach to unconstrained binary polynomial programs. Comput. Optim. Appl. 84 (3) (2023)
Shujun Bi, Zhen Yin, Yihong Weng
A low-rank spectral method for learning Markov models. Optim. Lett. 17 (1) (2023)
Ting Tao, Shaohua Pan, Shujun Bi
Error bound of critical points and KL property of exponent 1/2 for squared F-norm regularized factorization. J. Glob. Optim. 81 (4) (2021)
Yuqia Wu, Shaohua Pan, Shujun Bi
Kurdyka-Łojasiewicz Property of Zero-Norm Composite Functions. J. Optim. Theory Appl. 188 (1) (2021)
Yuqia Wu, Shaohua Pan, Shujun Bi
Correction to: Kurdyka-Łojasiewicz Property of Zero-Norm Composite Functions. J. Optim. Theory Appl. 190 (1) (2021)
Shujun Bi, Shaohua Pan, Defeng Sun
A multi-stage convex relaxation approach to noisy structured low-rank matrix recovery. Math. Program. Comput. 12 (4) (2020)
Yulan Liu, Shujun Bi, Shaohua Pan
Several Classes of Stationary Points for Rank Regularized Minimization Problems. SIAM J. Optim. 30 (2) (2020)
Ting Tao, Shaohua Pan, Shujun Bi
Error bound of local minima and KL property of exponent 1/2 for squared F-norm regularized factorization. CoRR (2019)
Shujun Bi, Ting Tao, Shaohua Pan
-norm and DC regularized factorizations for low-rank matrix recovery. CoRR (2019)
Ying Sun, Shaohua Pan, Shujun Bi
Metric subregularity and/or calmness of the normal cone mapping to the p-order conic constraint system. Optim. Lett. 13 (5) (2019)
Yulan Liu, Shujun Bi
Error bounds for non-polyhedral convex optimization and applications to linear convergence of FDM and PGM. Appl. Math. Comput. 358 (2019)
Yulan Liu, Shujun Bi, Shaohua Pan
Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. CoRR (2018)
Yulan Liu, Shujun Bi, Shaohua Pan
Equivalent Lipschitz surrogates for zero-norm and rank optimization problems. J. Glob. Optim. 72 (4) (2018)
Le Han, Shujun Bi
Two-stage convex relaxation approach to low-rank and sparsity regularized least squares loss. J. Glob. Optim. 70 (1) (2018)
Shujun Bi, Shaohua Pan
Multistage Convex Relaxation Approach to Rank Regularized Minimization Problems Based on Equivalent Mathematical Program with a Generalized Complementarity Constraint. SIAM J. Control. Optim. 55 (4) (2017)
Shujun Bi, Shaohua Pan
Error bounds for rank constrained optimization problems and applications. Oper. Res. Lett. 44 (3) (2016)
Le Han, Shujun Bi, Shaohua Pan
Two-stage convex relaxation approach to least squares loss constrained low-rank plus sparsity optimization problems. Comput. Optim. Appl. 64 (1) (2016)
Shujun Bi, Xiaolan Liu, Shaohua Pan
Exact Penalty Decomposition Method for Zero-Norm Minimization Based on MPEC Formulation. SIAM J. Sci. Comput. 36 (4) (2014)
Shujun Bi, Le Han, Shaohua Pan
Approximation of rank function and its application to the nearest low-rank correlation matrix. J. Glob. Optim. 57 (4) (2013)
Le Han, Shujun Bi, Shaohua Pan
Nonsingularity of FB system and constraint nondegeneracy in semidefinite programming. Numer. Algorithms 62 (1) (2013)
Shujun Bi, Shaohua Pan, Jein-Shan Chen
The same growth of FB and NR symmetric cone complementarity functions. Optim. Lett. 6 (1) (2012)
Shujun Bi, Shaohua Pan, Jein-Shan Chen
Nonsingularity Conditions for the Fischer-Burmeister System of Nonlinear SDPs. SIAM J. Optim. 21 (4) (2011)
Xin Guan, Huayang Wu, Shujun Bi
A Game Theory-Based Obstacle Avoidance Routing Protocol for Wireless Sensor Networks. Sensors 11 (10) (2011)