Shaohua Pan

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Stationary Points

Optimization Problems

Top Venues

Comput. Optim. Appl.

J. Glob. Optim.

Publications

Ruyu Liu, Shaohua Pan, Yuqia Wu, Xiaoqi Yang
An inexact regularized proximal Newton method for nonconvex and nonsmooth optimization. Comput. Optim. Appl. 88 (2) (2024)
Shaohua Pan, Qi Ma, Xinyu Yi, Weifeng Hu, Xiong Wang, Xingkang Zhou, Jijunnan Li, Feng Xu
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture. CoRR (2023)
Xinyu Yi, Yuxiao Zhou, Marc Habermann, Vladislav Golyanik, Shaohua Pan, Christian Theobalt, Feng Xu
EgoLocate: Real-time Motion Capture, Localization, and Mapping with Sparse Body-mounted Sensors. CoRR (2023)
Yuqia Wu, Shaohua Pan, Xiaoqi Yang
A Regularized Newton Method for \({\boldsymbol{\ell}}_{q}\) -Norm Composite Optimization Problems. SIAM J. Optim. 33 (3) (2023)
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, Yulan Liu
Calmness of partial perturbation to composite rank constraint systems and its applications. J. Glob. Optim. 85 (4) (2023)
Shaohua Pan, Qi Ma, Xinyu Yi, Weifeng Hu, Xiong Wang, Xingkang Zhou, Jijunnan Li, Feng Xu
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture. SIGGRAPH Asia (2023)
Xinyu Yi, Yuxiao Zhou, Marc Habermann, Vladislav Golyanik, Shaohua Pan, Christian Theobalt, Feng Xu
EgoLocate: Real-time Motion Capture, Localization, and Mapping with Sparse Body-mounted Sensors. ACM Trans. Graph. 42 (4) (2023)
Yitian Qian, Shaohua Pan, Shujun Bi
A matrix nonconvex relaxation approach to unconstrained binary polynomial programs. Comput. Optim. Appl. 84 (3) (2023)
Yitian Qian, Shaohua Pan
Convergence of a Class of Nonmonotone Descent Methods for Kurdyka-Łojasiewicz Optimization Problems. SIAM J. Optim. 33 (2) (2023)
Ting Tao, Yitian Qian, Shaohua Pan
Column $\ell_{2, 0}$-Norm Regularized Factorization Model of Low-Rank Matrix Recovery and Its Computation. SIAM J. Optim. 32 (2) (2022)
Yitian Qian, Shaohua Pan
An inexact PAM method for computing Wasserstein barycenter with unknown supports. Comput. Appl. Math. 40 (2) (2021)
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, 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)
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)
Weimin Miao, Shaohua Pan, Defeng Sun
A rank-corrected procedure for matrix completion with fixed basis coefficients. Math. Program. 159 (1-2) (2016)
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)
Shaohua Pan, Sangho Kum, Yongdo Lim, Jein-Shan Chen
On the generalized Fischer-Burmeister merit function for the second-order cone complementarity problem. Math. Comput. 83 (287) (2014)
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)
Xiaolan Liu, Shaohua Pan, Zhifeng Hao, Zhiyong Lin
Graph-based semi-supervised learning by mixed label propagation with a soft constraint. Inf. Sci. 277 (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)
Weimin Miao, Shaohua Pan, Defeng Sun
A Rank-Corrected Procedure for Matrix Completion with Fixed Basis Coefficients CoRR (2012)
Shujun Bi, Shaohua Pan, Jein-Shan Chen
Nonsingularity Conditions for the Fischer-Burmeister System of Nonlinear SDPs. SIAM J. Optim. 21 (4) (2011)
Jein-Shan Chen, Shaohua Pan, Chun-Hsu Ko
A continuation approach for the capacitated multi-facility weber problem based on nonlinear SOCP reformulation. J. Glob. Optim. 50 (4) (2011)
Shaohua Pan, Jein-Shan Chen
A least-square semismooth Newton method for the second-order cone complementarity problem. Optim. Methods Softw. 26 (1) (2011)
Shaohua Pan, Jein-Shan Chen, Sangho Kum, Yongdo Lim
The penalized Fischer-Burmeister SOC complementarity function. Comput. Optim. Appl. 49 (3) (2011)
Jein-Shan Chen, Chun-Hsu Ko, Shaohua Pan
A neural network based on the generalized Fischer-Burmeister function for nonlinear complementarity problems. Inf. Sci. 180 (5) (2010)
Shaohua Pan, Yu-Lin Chang, Jein-Shan Chen
Stationary point conditions for the FB merit function associated with symmetric cones. Oper. Res. Lett. 38 (5) (2010)
Jein-Shan Chen, Shaohua Pan
An entropy-like proximal algorithm and the exponential multiplier method for convex symmetric cone programming. Comput. Optim. Appl. 47 (3) (2010)
Shaohua Pan, Jein-Shan Chen
A semismooth Newton method for SOCCPs based on a one-parametric class of SOC complementarity functions. Comput. Optim. Appl. 45 (1) (2010)
Jein-Shan Chen, Shaohua Pan
A one-parametric class of merit functions for the second-order cone complementarity problem. Comput. Optim. Appl. 45 (3) (2010)
Jein-Shan Chen, Shaohua Pan, Ching-Yu Yang
Numerical comparisons of two effective methods for mixed complementarity problems. J. Comput. Appl. Math. 234 (3) (2010)
Jein-Shan Chen, Xin Chen, Shaohua Pan, Jiawei Zhang
Some characterizations for SOC-monotone and SOC-convex functions. J. Glob. Optim. 45 (2) (2009)
Jein-Shan Chen, Hung-Ta Gao, Shaohua Pan
An R-linearly convergent derivative-free algorithm for nonlinear complementarity problems based on the generalized Fischer-Burmeister merit function. J. Comput. Appl. Math. 232 (2) (2009)
Shaohua Pan, Tao Tan, Yuxi Jiang
A global continuation algorithm for solving binary quadratic programming problems. Comput. Optim. Appl. 41 (3) (2008)
Jein-Shan Chen, Shaohua Pan
A family of NCP functions and a descent method for the nonlinear complementarity problem. Comput. Optim. Appl. 40 (3) (2008)
Shaohua Pan, Jein-Shan Chen
A Class of Interior Proximal-Like Algorithms for Convex Second-Order Cone Programming. SIAM J. Optim. 19 (2) (2008)
Shaohua Pan, Jein-Shan Chen
Entropy-like proximal algorithms based on a second-order homogeneous distance function for quasi-convex programming. J. Glob. Optim. 39 (4) (2007)
Qianfeng Cai, Zhifeng Hao, Shaohua Pan
The Solution of Linear Programming with LR-Fuzzy Numbers in Objective Function. ICFIE (2007)
Shaohua Pan, Jein-Shan Chen
Two unconstrained optimization approaches for the Euclidean kappa-centrum location problem. Appl. Math. Comput. 189 (2) (2007)
Shaohua Pan, Suyan He, Xingsi Li
largest functions. Optim. Methods Softw. 22 (2) (2007)
Shaohua Pan, Xingsi Li
An efficient algorithm for the smallest enclosing ball problem in high dimensions. Appl. Math. Comput. 172 (1) (2006)
Shaohua Pan, Xingsi Li
An efficient algorithm for the Euclidean r-centrum location problem. Appl. Math. Comput. 167 (1) (2005)
Shaohua Pan, Xiangsi Li
A self-adjusting primal-dual interior point method for linear programs. Optim. Methods Softw. 19 (3-4) (2004)