| 2009 | ICDAR | A Hierarchical Classification Model for Document Categorization. | Jian-Wu Xu, Vartika Singh, Venu Govindaraju, Depankar Neogi |
| 2007 | ICMLA | Automatic medical coding of patient records via weighted ridge regression. | Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao |
| 2007 | IJCNN | A New Nonlinear Similarity Measure for Multichannel Biological Signals. | Jian-Wu Xu, Hovagim Bakardjian, Andrzej Cichocki, Jos C. Prncipe |
| 2006 | ICASSP | Kernel Based Synthetic Discriminant Function for Object Recognition. | Kyu-Hwa Jeong, Puskal P. Pokharel, Jian-Wu Xu, Seungju Han, Jos C. Prncipe |
| 2006 | ICASSP | A Closed Form Solution for a Nonlinear Wiener Filter. | Puskal P. Pokharel, Jian-Wu Xu, Deniz Erdogmus, Jos C. Prncipe |
| 2006 | ICASSP | An Explicit Construction Of A Reproducing Gaussian Kernel Hilbert Space. | Jian-Wu Xu, Puskal P. Pokharel, Kyu-Hwa Jeong, Jos C. Prncipe |
| 2006 | IJCNN | Nonlinear Component Analysis Based on Correntropy. | Jian-Wu Xu, Puskal P. Pokharel, Antnio R. C. Paiva, Jos C. Prncipe |
| 2005 | ICASSP | An information-theoretic perspective to kernel independent components analysis. | Jian-Wu Xu, Deniz Erdogmus, Robert Jenssen, Jos C. Prncipe |
| 2005 | IJCNN | An information theoretic approach to adaptive system training using unlabeled data. | Kyu-Hwa Jeong, Jian-Wu Xu, Jos C. Prncipe |
| 2004 | ICASSP | Minimizing Fisher information of the error in supervised adaptive filter training. | Jian-Wu Xu, Deniz Erdogmus, Jos C. Prncipe |