| Multi-task feature learning via efficient l 2, 1-norm minimization J Liu, S Ji, J Ye Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial …, 2009 | 806 | 2009 |
| SLEP: Sparse learning with efficient projections J Liu, S Ji, J Ye Arizona State University, 2009 | 805* | 2009 |
| Face liveness detection from a single image with sparse low rank bilinear discriminative model X Tan, Y Li, J Liu, L Jiang European Conference on Computer Vision, 504-517, 2010 | 684 | 2010 |
| A multi-task learning formulation for predicting disease progression J Zhou, L Yuan, J Liu, J Ye Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 280 | 2011 |
| Efficient methods for overlapping group lasso L Yuan, J Liu, J Ye Advances in neural information processing systems 24, 352-360, 2011 | 248 | 2011 |
| Making FLDA applicable to face recognition with one sample per person S Chen, J Liu, ZH Zhou Pattern recognition 37 (7), 1553-1555, 2004 | 245 | 2004 |
| Modeling disease progression via multi-task learning J Zhou, J Liu, VA Narayan, J Ye, ... NeuroImage 78, 233-248, 2013 | 239 | 2013 |
| Modeling disease progression via fused sparse group lasso J Zhou, J Liu, VA Narayan, J Ye Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 230 | 2012 |
| Large-scale sparse logistic regression J Liu, J Chen, J Ye Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 216 | 2009 |
| A Convex Formulation for Learning a Shared Predictive Structure from Multiple Tasks J Chen, L Tang, J Liu, J Ye IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (5), 1025 …, 2013 | 210* | 2013 |
| A convex formulation for learning shared structures from multiple tasks J Chen, L Tang, J Liu, J Ye Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 210 | 2009 |
| An efficient algorithm for a class of fused lasso problems J Liu, L Yuan, J Ye Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 199 | 2010 |
| Moreau-Yosida regularization for grouped tree structure learning J Liu, J Ye Advances in neural information processing systems 23, 1459-1467, 2010 | 191 | 2010 |
| Efficient Euclidean projections in linear time J Liu, J Ye Proceedings of the 26th Annual International Conference on Machine Learning …, 2009 | 167 | 2009 |
| Efficient l1/lq norm regularization J Liu, J Ye arXiv preprint arXiv:1009.4766, 2010 | 131 | 2010 |
| Sparse methods for biomedical data J Ye, J Liu ACM SIGKDD Explorations Newsletter 14 (1), 4-15, 2012 | 113 | 2012 |
| Face recognition under occlusions and variant expressions with partial similarity X Tan, S Chen, ZH Zhou, J Liu IEEE Transactions on information forensics and security 4 (2), 217-230, 2009 | 112 | 2009 |
| Sparse non-negative tensor factorization using columnwise coordinate descent J Liu, J Liu, P Wonka, J Ye Pattern Recognition 45 (1), 649-656, 2012 | 89 | 2012 |
| Learning brain connectivity of Alzheimer's disease from neuroimaging data S Huang, J Li, L Sun, J Liu, T Wu, K Chen, A Fleisher, E Reiman, J Ye Advances in Neural Information Processing Systems 22, 808-816, 2009 | 89 | 2009 |
| Efficient recovery of jointly sparse vectors L Sun, J Liu, J Chen, J Ye Advances in Neural Information Processing Systems 22, 1812-1820, 2009 | 89 | 2009 |
