Lei Yuan

Most-cited papers

A multi-task learning formulation for predicting disease progression
Jia-Yu Zhou, Lei Yuan, Jun Liu, Jieping Ye
2011Knowledge Discovery and Data Mining265 citations
Semantic Scholar
Efficient Methods for Overlapping Group Lasso
Lei Yuan, Jun Liu, Jieping Ye
2011IEEE Transactions on Pattern Analysis and Machine Intelligence238 citations
Semantic Scholar
An efficient algorithm for a class of fused lasso problems
Jun Liu, Lei Yuan, Jieping Ye
2010Knowledge Discovery and Data Mining216 citations
Semantic Scholar
MULTI-SOURCE FEATURE LEARNING FOR JOINT ANALYSIS OF INCOMPLETE MULTIPLE HETEROGENEOUS NEUROIMAGING DATA
Lei Yuan, Ya-Lin Wang, P. Thompson, Vaibhav A. Narayan +1 more
2012NeuroImage205 citations Open access
Semantic Scholar
Feature Grouping and Selection Over an Undirected Graph
Sen Yang, Lei Yuan, Y. Lai, Xiao-Tong T. Shen +2 more
2012Knowledge Discovery and Data Mining145 citations Open access
Semantic Scholar
Bi-level Multi-Source Learning for Heterogeneous Block-wise Missing Data
Shuo Xiang, Lei Yuan, Wei Fan, Ya-Lin Wang +2 more
2013NeuroImage97 citations Open access
Semantic Scholar
Multi-source learning with block-wise missing data for Alzheimer's disease prediction
Shuo Xiang, Lei Yuan, Wei Fan, Ya-Lin Wang +2 more
2013Knowledge Discovery and Data Mining89 citations
Semantic Scholar
APPLYING TENSOR-BASED MORPHOMETRY TO PARAMETRIC SURFACES CAN IMPROVE MRI-BASED DISEASE DIAGNOSIS
Ya-Lin Wang, Lei Yuan, Jie Shi, A. Greve +4 more
2013NeuroImage73 citations Open access
Semantic Scholar
Multi-Source Learning for Joint Analysis of Incomplete Multi-Modality Neuroimaging Data
Lei Yuan, Ya-Lin Wang, P. Thompson, Vaibhav A. Narayan +1 more
2012Knowledge Discovery and Data Mining54 citations Open access
Semantic Scholar
Drosophila Gene Expression Pattern Annotation Using Sparse Features and Term-Term Interactions
Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou +2 more
2009Knowledge Discovery and Data Mining38 citations Open access
Semantic Scholar
FeaFiner: biomarker identification from medical data through feature generalization and selection
Jia-Yu Zhou, Zhaosong Lu, Ji-Meng Sun, Lei Yuan +2 more
2013Knowledge Discovery and Data Mining33 citations
Semantic Scholar
Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval
Lei Yuan, A. Woodard, Shuiwang Ji, Yuan Jiang +3 more
2012BMC Bioinformatics19 citations Open access
Semantic Scholar
Guaranteed Sparse Recovery under Linear Transformation
Ji Liu, Lei Yuan, Jieping Ye
2013International Conference on Machine Learning16 citations
Semantic Scholar
Image-level and group-level models for Drosophila gene expression pattern annotation
Qian Sun, Sherin Muckatira, Lei Yuan, Shuiwang Ji +3 more
2013BMC Bioinformatics15 citations Open access
Semantic Scholar
Automated annotation of developmental stages of Drosophila embryos in images containing spatial patterns of expression
Lei Yuan, Cheng Pan, Shuiwang Ji, Michael McCutchan +4 more
2013Bioinform.14 citations Open access
Semantic Scholar
Efficient Methods for Overlapping Group Lasso
Lei Yuan, Jun Liu, Jieping Ye
2013IEEE Transactions on Pattern Analysis and Machine Intelligence14 citations
Semantic Scholar
Facial Expression Recognition of Pain in Neonates
G. Lu, Lei Yuan, Xiaonan Li, Hai-Bo Li
2008International Conference on Computer Science and Software Engineering10 citations
Semantic Scholar
Dictionary LASSO: Guaranteed Sparse Recovery under Linear Transformation
Ji Liu, Lei Yuan, Jieping Ye
20138 citations
Semantic Scholar
Recognition of Neonatal Facial Expressions of Acute Pain Using Boosted Gabor Features
Lei Yuan, F. S. Bao, G. Lu
2008IEEE International Conference on Tools with Artificial Intelligence5 citations
Semantic Scholar
FeaFiner : Biomarker Identification Through Feature Generalization and Selections Supplemental Materials
Jia-Yu Zhou, Zhaosong Lu, Ji-Meng Sun, Lei Yuan +2 more
20130 citations
Semantic Scholar
Structured Sparse Learning and Its Applications to Biomedical and Biological Data
Jie-Ping Ye, Lei Yuan
20130 citations
Semantic Scholar