- Guoxian Yu, Hong Peng, Jia Wei and Qianli Ma. Enhanced Locality Preserving Projections with Robust Path based Similarity. Neurocomputing, 74(4): 598-605.2011.
- Guoxian Yu, Zhiwen Yu, Jing Hua, Xuan Li and Jane You. Sparse Representation based Spectral Regression. in Proceedings of the IEEE 10th International Conference on Machine Learning and Cybernetic (ICMLC), 532-537.Best Student Paper (2/500).
- Guoxian Yu, Guoji Zhang, Jia Wei, Yazhou Ren. A multi graphs based transductive ensemble classification method. Journal of Electronic and Information Technology (SDM), 31(8): 1883-1888,2012.