| 2012 | CIKM | Parallel proximal support vector machine for high-dimensional pattern classification. | Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue |
| 2011 | CIKM | Transfer active learning. | Zhenfeng Zhu, Xingquan Zhu, Yangdong Ye, Yue-Fei Guo, Xiangyang Xue |
| 2010 | CIKM | Transfer incremental learning for pattern classification. | Zhenfeng Zhu, Xingquan Zhu, Yue-Fei Guo, Xiangyang Xue |
| 2010 | IJCNN | Incomplete Cholesky decomposition based kernel principal component analysis for large-scale data set. | Weiya Shi, Yue-Fei Guo |
| 2009 | IJCNN | Matrix-based Kernel Principal Component analysis for large-scale data set. | Weiya Shi, Yue-Fei Guo, Xiangyang Xue |
| 2009 | ISNN | Nonlinear Component Analysis for Large-Scale Data Set Using Fixed-Point Algorithm. | Weiya Shi, Yue-Fei Guo |
| 2008 | ICMLA | An Improved Generalized Discriminant Analysis for Large-Scale Data Set. | Weiya Shi, Yue-Fei Guo, Cheng Jin, Xiangyang Xue |
| 2007 | ICCV | Efficient Feature Extraction for Image Classification. | Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Mingmin Chi, Hong Lu |
| 2007 | ICML | Optimal dimensionality of metric space for classification. | Wei Zhang, Xiangyang Xue, Zichen Sun, Yue-Fei Guo, Hong Lu |
| 2006 | ICARCV | Quotient Set-based Nonlinear Manifold for Image Restoration. | Wei Zhang, Rui Yang, Xiangyang Xue, Hong Lu, Yue-Fei Guo |