Jun Liu
TitleCited byYear
SLEP: Sparse learning with efficient projections
J Liu, S Ji, J Ye
Arizona State University, 2009
602*2009
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
5532009
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
3502010
Making FLDA applicable to face recognition with one sample per person
S Chen, J Liu, ZH Zhou
Pattern recognition 37 (7), 1553-1555, 2004
1972004
Large-scale sparse logistic regression
J Liu, J Chen, J Ye
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
1712009
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
1602011
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
1532010
Efficient methods for overlapping group lasso
L Yuan, J Liu, J Ye
Advances in Neural Information Processing Systems, 352-360, 2011
1502011
Efficient Euclidean projections in linear time
J Liu, J Ye
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
1392009
Moreau-Yosida regularization for grouped tree structure learning
J Liu, J Ye
Advances in Neural Information Processing Systems, 1459-1467, 2010
1372010
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
1312009
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
1222012
Modeling disease progression via multi-task learning
J Zhou, J Liu, VA Narayan, J Ye, ...
NeuroImage 78, 233-248, 2013
1122013
Efficient l1/lq norm regularization
J Liu, J Ye
arXiv preprint arXiv:1009.4766, 2010
942010
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
912009
Semi-random subspace method for face recognition
Y Zhu, J Liu, S Chen
Image and Vision Computing 27 (9), 1358-1370, 2009
792009
Sparse methods for biomedical data
J Ye, J Liu
ACM SIGKDD Explorations Newsletter 14 (1), 4-15, 2012
742012
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, 808-816, 2009
742009
Sparse non-negative tensor factorization using columnwise coordinate descent
J Liu, J Liu, P Wonka, J Ye
Pattern Recognition 45 (1), 649-656, 2012
612012
A study on three linear discriminant analysis based methods in small sample size problem
J Liu, S Chen, X Tan
Pattern Recognition 41 (1), 102-116, 2008
582008
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