| 2019 | CIS | Deep Sparse Representation Classification with Stacked Autoencoder. | Bingxin Xu, Xiuling Zhou |
| 2018 | CIS | Hyperspectral Image Denoising Based on Low Rank and Expected Patch Log Likelihood. | Xiaoqiao Zhang, Xiuling Zhou, Ping Guo |
| 2017 | ICONIP | Mixture of Matrix Normal Distributions for Color Image Inpainting. | Xiuling Zhou, Jing Wang, Ping Guo, C. L. Philip Chen |
| 2011 | CIS | Approximation Kernel 2DPCA by Mixture of Vector and Matrix Representation. | Lin Wang, Xiuling Zhou |
| 2011 | IJCCI | Multi-regularization Parameters Estimation for Gaussian Mixture Classifier based on MDL Principle. | Xiuling Zhou, Ping Guo, C. L. Philip Chen |
| 2010 | SMC | Remote sensing image fusion based on multi-objective evolutionary algorithm. | Xiuling Zhou, Mengxin Song, Ping Guo, Li Yao |
| 2008 | CEC | An improved CHSO algorithm for multi-objective optimization problem. | Xiuling Zhou, Ning Mao, Chengyi Sun, Wenjuan Li |
| 2007 | CEC | Generalization of HSO algorithm for computing hypervolume for multiobjective optimization problems. | Xiuling Zhou, Chengyi Sun, Ning Mao, Wenjuan Li |
| 2007 | ICNC | A Fast Algorithm for Computing the Contribution of a Point to the Hypervolume. | Xiuling Zhou, Ning Mao, Wenjuan Li, Chengyi Sun |
| 2006 | SMC | Scored Pareto MEC for Multi-Objective Optimization and Its Convergence. | Xiuling Zhou, Chengyi Sun, Xiao Zhi Gao |
| 2004 | SMC | Convergence of MEC in bounded and continuous search space. | Xiuling Zhou, Chengyi Sun |
| 2003 | SMC | An analysis of convergence of MEC by the properties of operations. | Xiuling Zhou, Chengyi Sun |