| 2011 | BMVC | Labeling Image Patches by Boosting based Median Classifier. | Songfeng Zheng |
| 2009 | ACCV | Probabilistic Cascade Random Fields for Man-Made Structure Detection. | Songfeng Zheng |
| 2009 | ICML | Compositional noisy-logical learning. | Alan L. Yuille, Songfeng Zheng |
| 2009 | WACV | A level set model without initial contour. | Lei He, William G. Wee, Songfeng Zheng, Li Wang |
| 2008 | CVPR | Learning based coarse-to-fine image registration. | Jiayan Jiang, Songfeng Zheng, Arthur W. Toga, Zhuowen Tu |
| 2007 | CVPR | Detecting Object Boundaries Using Low-, Mid-, and High-level Information. | Songfeng Zheng, Zhuowen Tu, Alan L. Yuille |
| 2006 | MICCAI | A Learning Based Algorithm for Automatic Extraction of the Cortical Sulci. | Songfeng Zheng, Zhuowen Tu, Alan L. Yuille, Allan L. Reiss, Rebecca A. Dutton, Agatha D. Lee, Albert M. Galaburda, Paul M. Thompson, Ivo D. Dinov, Arthur W. Toga |
| 2003 | ICASSP | Learning features from examples for face detection. | Xiaofeng Lu, Songfeng Zheng, Nanning Zheng, Weixiang Liu |
| 2003 | ICASSP | Unsupervised clustering based reduced support vector machines. | Songfeng Zheng, Xiaofeng Lu, Nanning Zheng, Weipu Xu |
| 2003 | ICIP | Linear sparse feature based face detection in gray images. | Xiaofeng Lu, Nanning Zheng, Songfeng Zheng |