Lei Yuan

Publication Activity (10 Years)

Years Active: 2009-2014
Publications (10 Years): 0

Top Venues

KDD

NeuroImage

BMC Bioinform.

Bioinform.

Arizona State University, Tempe, USA (PHD)

Education History

Arizona State University, Tempe, USA

PHD

Publications

Lei Yuan, Cheng Pan, Shuiwang Ji, Michael McCutchan, Zhi-Hua Zhou, Stuart J. Newfeld, Sudhir Kumar, Jieping Ye
embryos in images containing spatial patterns of expression. Bioinform. 30 (2) (2014)
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
Bi-level multi-source learning for heterogeneous block-wise missing data. NeuroImage 102 (2014)
Qian Sun, Sherin Muckatira, Lei Yuan, Shuiwang Ji, Stuart J. Newfeld, Sudhir Kumar, Jieping Ye
Image-level and group-level models for Drosophila gene expression pattern annotation. BMC Bioinform. 14 (2013)
Ji Liu, Lei Yuan, Jieping Ye
Guaranteed Sparse Recovery under Linear Transformation. ICML (3) (2013)
Yalin Wang, Lei Yuan, Jie Shi, Alexander Greve, Jieping Ye, Arthur W. Toga, Allan L. Reiss, Paul M. Thompson
Applying tensor-based morphometry to parametric surfaces can improve MRI-based disease diagnosis. NeuroImage 74 (2013)
Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye
FeaFiner: biomarker identification from medical data through feature generalization and selection. KDD (2013)
Lei Yuan, Jun Liu, Jieping Ye
Efficient Methods for Overlapping Group Lasso. IEEE Trans. Pattern Anal. Mach. Intell. 35 (9) (2013)
Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye
Multi-source learning with block-wise missing data for Alzheimer's disease prediction. KDD (2013)
Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
Multi-source learning for joint analysis of incomplete multi-modality neuroimaging data. KDD (2012)
Lei Yuan, Alexander Woodard, Shuiwang Ji, Yuan Jiang, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye
Learning Sparse Representations for Fruit-Fly Gene Expression Pattern Image Annotation and Retrieval. BMC Bioinform. 13 (2012)
Lei Yuan, Yalin Wang, Paul M. Thompson, Vaibhav A. Narayan, Jieping Ye
Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data. NeuroImage 61 (3) (2012)
Sen Yang, Lei Yuan, Ying-Cheng Lai, Xiaotong Shen, Peter Wonka, Jieping Ye
Feature grouping and selection over an undirected graph. KDD (2012)
Lei Yuan, Jun Liu, Jieping Ye
Efficient Methods for Overlapping Group Lasso. NIPS (2011)
Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye
A multi-task learning formulation for predicting disease progression. KDD (2011)
Jun Liu, Lei Yuan, Jieping Ye
An efficient algorithm for a class of fused lasso problems. KDD (2010)
Shuiwang Ji, Lei Yuan, Ying-Xin Li, Zhi-Hua Zhou, Sudhir Kumar, Jieping Ye
Drosophila gene expression pattern annotation using sparse features and term-term interactions. KDD (2009)

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Publication Activity (10 Years)

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Lei Yuan