| 2020 | IJCNN | Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. | Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio |
| 2011 | IJCNN | A hybrid PCA-LDA model for dimension reduction. | Nan Zhao, Washington Mio, Xiuwen Liu |
| 2010 | ECCV | A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data. | Xinyang Liu, Xiuwen Liu, Yonggang Shi, Paul M. Thompson, Washington Mio |
| 2010 | ICPR | Scale-Space Spectral Representation of Shape. | Jonathan Bates, Xiuwen Liu, Washington Mio |
| 2010 | ICPR | Learning Metrics for Shape Classification and Discrimination. | Yu Fan, David Houle, Washington Mio |
| 2009 | ICMLA | Linear Representation Learning Using Sphere Factor Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2009 | IJCNN | Image retrieval based on intrinsic spectral histogram representation. | Yuhua Zhu, Xiuwen Liu, Washington Mio |
| 2009 | IJCNN | Optimal dimension reduction for image retrieval with correlation metrics. | Yuhua Zhu, Washington Mio, Xiuwen Liu |
| 2008 | ICPR | Kernel functions for robust 3D surface registration with spectral embeddings. | Xiuwen Liu, Arturo Donate, Matthew Jemison, Washington Mio |
| 2008 | ICPR | Transductive optimal component analysis. | Yuhua Zhu, Yiming Wu, Xiuwen Liu, Washington Mio |
| 2008 | MICCAI | Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. | Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov, Xiuwen Liu, Natasha Lepor, Franco Lepore, Madeleine Fortin, Patrice Voss, Maryse Lassonde, Paul M. Thompson |
| 2007 | ICCV | Modeling Brain Anatomy with 3D Arrangements of Curves. | Washington Mio, John Christopher Bowers, Monica K. Hurdal, Xiuwen Liu |
| 2007 | ICMLA | Scalable optimal linear representation for face and object recognition. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2007 | IJCNN | Multi-Stage Optimal Component Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Recognition using Rapid Classification Tree. | Keith Haynes, Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Splitting Factor Analysis and Multi-Class Boosting. | Xiuwen Liu, Washington Mio |
| 2006 | ICIP | Landmark Representation of Shapes and Fisher-Rao Geometry. | Washington Mio, Xiuwen Liu |
| 2006 | ICIP | Two-Stage Optimal Component Analysis. | Yiming Wu, Xiuwen Liu, Washington Mio, Kyle A. Gallivan |
| 2005 | ICIP | 3D curve interpolation and object reconstruction. | Sajjad Baloch, Hamid Krim, Washington Mio, Anuj Srivastava |
| 2005 | IJCNN | Nonlinearity and optimal component analysis. | Washington Mio, Qiang Zhang, Xiuwcn Liu |
| 2004 | CVPR | Elastic-String Models for Representation and Analysis of Planar Shapes. | Washington Mio, Anuj Srivastava |
| 2004 | ECCV | Hierarchical Organization of Shapes for Efficient Retrieval. | Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu |
| 2004 | ECCV | Learning and Bayesian Shape Extraction for Object Recognition. | Washington Mio, Anuj Srivastava, Xiuwen Liu |