Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Chen-Lei Leng · SciRah

Researcher profile · Semantic Scholar

Chen-Lei Leng

Share profile

Chen-Lei Leng — researcher profile on SciRah

h-index: 32
Works: 103
Citations: 4,755

Most-cited papers

Shrinkage tuning parameter selection with a diverging number of parameters
Han-Sheng Wang, Bo Li, Chen-Lei Leng
2009463 citations Open access
Semantic Scholar
Sure independence screening for ultrahigh dimensional feature space Discussion
P. Bickel, P. Bühlmann, Q. Yao, R. Samworth +37 more
2008428 citations
Semantic Scholar
Unified LASSO Estimation by Least Squares Approximation
Han-Sheng Wang, Chen-Lei Leng
2007392 citations
Semantic Scholar
A NOTE ON THE LASSO AND RELATED PROCEDURES IN MODEL SELECTION
Chen-Lei Leng, Yi Lin, G. Wahba
2006336 citations
Semantic Scholar
Computational Statistics and Data Analysis a Note on Adaptive Group Lasso
Han-Sheng Wang, Chen-Lei Leng
297 citations
Semantic Scholar
Provable Subspace Clustering: When LRR Meets SSC
Yu-Xiang Wang, Huan Xu, Chen-Lei Leng
2013IEEE Transactions on Information Theory183 citations Open access
Semantic Scholar
Bayesian adaptive Lasso
Chen-Lei Leng, Minh-Ngoc Tran, D. Nott
2010Annals of the Institute of Statistical Mathematics166 citations Open access
Semantic Scholar
High dimensional ordinary least squares projection for screening variables
Xiangyu Wang, Chen-Lei Leng
2015142 citations Open access
Semantic Scholar
Penalized high-dimensional empirical likelihood
Cheng Y. Tang, Chen-Lei Leng
2010124 citations
Semantic Scholar
Sparse Matrix Graphical Models
Chen-Lei Leng, Cheng Y. Tang
2012117 citations
Semantic Scholar
Association between body mass index and chronic kidney disease in men and women: population-based study of Malay adults in Singapore.
A. Shankar, Chen-Lei Leng, K. Chia, David Koh +4 more
2008Nephrology, Dialysis and Transplantation117 citations Open access
Semantic Scholar
Semiparametric Mean–Covariance Regression Analysis for Longitudinal Data
Chen-Lei Leng, Weiping Zhang, Jianxin Pan
2009105 citations Open access
Semantic Scholar
Penalized empirical likelihood and growing dimensional general estimating equations
Chen-Lei Leng, Cheng Y. Tang
2012102 citations
Semantic Scholar
Asymptotics in directed exponential random graph models with an increasing bi-degree sequence
T. Yan, Chen-Lei Leng, Ji Zhu
2014100 citations Open access
Semantic Scholar
A Joint Modeling Approach for Longitudinal Studies
Weiping Zhang, Chen-Lei Leng, Cheng Y. Tang
201394 citations
Semantic Scholar
Gradient-Based Kernel Dimension Reduction for Regression
K. Fukumizu, Chen-Lei Leng
201489 citations
Semantic Scholar
A moving average Cholesky factor model in covariance modelling for longitudinal data
Weiping Zhang, Chen-Lei Leng
201282 citations
Semantic Scholar
Convex Optimization Procedure for Clustering: Theoretical Revisit
Changbo Zhu, Huan Xu, Chen-Lei Leng, Shui-Cheng Yan
2014Neural Information Processing Systems76 citations
Semantic Scholar
Smoothing combined estimating equations in quantile regression for longitudinal data
Chen-Lei Leng, Weiping Zhang
2012Statistics and computing64 citations
Semantic Scholar
Empirical likelihood and quantile regression in longitudinal data analysis
Cheng Y. Tang, Chen-Lei Leng
201164 citations
Semantic Scholar
VARIABLE SELECTION AND COEFFICIENT ESTIMATION VIA REGULARIZED RANK REGRESSION
Chen-Lei Leng
201063 citations
Semantic Scholar
A Direct Approach for Sparse Quadratic Discriminant Analysis
Bin-Yan Jiang, Xiangyu Wang, Chen-Lei Leng
2015Journal of machine learning research58 citations
Semantic Scholar
Sparse estimation of high-dimensional correlation matrices
Ying Cui, Chen-Lei Leng, De-Feng Sun
2016Computational Statistics & Data Analysis53 citations Open access
Semantic Scholar
A quantile regression estimator for censored data
Chen-Lei Leng, Xingwei Tong
201352 citations Open access
Semantic Scholar
On General Adaptive Sparse Principal Component Analysis
Chen-Lei Leng, Han-Sheng Wang
200950 citations
Semantic Scholar
Path consistent model selection in additive risk model via Lasso
Chen-Lei Leng, Shuang-Ge Ma
2007Statistics in Medicine49 citations
Semantic Scholar
A simple approach for varying-coefficient model selection
Chen-Lei Leng
200946 citations
Semantic Scholar
Dynamic Covariance Models
Ziqi Chen, Chen-Lei Leng
201645 citations Open access
Semantic Scholar
Spectral analysis of high-dimensional time series
M. Fiecas, Chen-Lei Leng, Wei-Dong Liu, Yi Yu
2018Electronic Journal of Statistics40 citations Open access
Semantic Scholar
Sparse optimal scoring for multiclass cancer diagnosis and biomarker detection using microarray data
Chen-Lei Leng
2008Comput. Biol. Chem.37 citations
Semantic Scholar
Analysis of networks via the sparse β ‐model
Ming-Li Chen, Kengo Kato, Chen-Lei Leng
2019Journal of The Royal Statistical Society Series B-statistical Methodology35 citations Open access
Semantic Scholar
Model selection in nonparametric hazard regression
Chen-Lei Leng, Hao Helen Zhang
200634 citations
Semantic Scholar
STRUCTURED LASSO FOR REGRESSION WITH MATRIX COVARIATES
Jun-Long Zhao, Chen-Lei Leng
201432 citations Open access
Semantic Scholar
High Dimensional Influence Measure
Jun-Long Zhao, Chen-Lei Leng, Le-Xin Li, Han-Sheng Wang
201330 citations Open access
Semantic Scholar
An empirical likelihood approach to quantile regression with auxiliary information
Cheng Y. Tang, Chen-Lei Leng
201230 citations
Semantic Scholar
Nonparametric Estimation of Large Covariance Matrices with Conditional Sparsity
Han-Chao Wang, B. Peng, De-Gui Li, Chen-Lei Leng
2020Social Science Research Network29 citations Open access
Semantic Scholar
Rank-based variable selection with censored data
Jinfeng Xu, Chen-Lei Leng, Z. Ying
2010Statistics and computing29 citations Open access
Semantic Scholar
Dynamic linear discriminant analysis in high dimensional space
Bin-Yan Jiang, Ziqi Chen, Chen-Lei Leng
2017Bernoulli26 citations Open access
Semantic Scholar
Covariance estimation via sparse Kronecker structures
Chen-Lei Leng, Guang-Ming Pan
2018Bernoulli24 citations
Semantic Scholar
Impact of geographic diversity on citation of collaborative research
Cian Naik, Cassidy R. Sugimoto, V. Larivière, Chen-Lei Leng +1 more
2022Quantitative Science Studies23 citations Open access
Semantic Scholar
The predictive Lasso
Minh-Ngoc Tran, D. Nott, Chen-Lei Leng
2010Statistics and computing22 citations
Semantic Scholar
DECOrrelated feature space partitioning for distributed sparse regression
Xiangyu Wang, D. Dunson, Chen-Lei Leng
2016Neural Information Processing Systems21 citations
Semantic Scholar
CENSORED QUANTILE REGRESSION VIA BOX-COX TRANSFORMATION UNDER CONDITIONAL INDEPENDENCE
Chen-Lei Leng, Xingwei Tong
201318 citations
Semantic Scholar
Gradient-based kernel method for feature extraction and variable selection
K. Fukumizu, Chen-Lei Leng
2012Neural Information Processing Systems18 citations
Semantic Scholar
Multiple influential point detection in high dimensional regression spaces
Jun-Long Zhao, Chao Liu, Lu Niu, Chen-Lei Leng
2019Journal of The Royal Statistical Society Series B-statistical Methodology17 citations Open access
Semantic Scholar
No penalty no tears: Least squares in high-dimensional linear models
Xiangyu Wang, D. Dunson, Chen-Lei Leng
2015International Conference on Machine Learning17 citations
Semantic Scholar
A HYBRID BOOTSTRAP APPROACH TO UNIT ROOT TESTS
Guodong Li, Chen-Lei Leng, Chih-Ling Tsai
201417 citations Open access
Semantic Scholar
Local linear estimation of covariance matrices via Cholesky decomposition
Ziqi Chen, Chen-Lei Leng
201516 citations
Semantic Scholar
Variational approximation for heteroscedastic linear models and matching pursuit algorithms
D. Nott, Minh-Ngoc Tran, Chen-Lei Leng
2010Statistics and computing16 citations Open access
Semantic Scholar
Semiparametric Tail Index Regression
Rui Li, Chen-Lei Leng, Jinhong You
2020Journal of business & economic statistics14 citations Open access
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Cheng Y. Tang×6
Invite
Cheng Y. Tang — researcher profile on SciRah
Han-Sheng Wang×5
Invite
Han-Sheng Wang — researcher profile on SciRah
Xiangyu Wang×4
Invite
Xiangyu Wang — researcher profile on SciRah
Weiping Zhang×4
Invite
Weiping Zhang — researcher profile on SciRah

Minh-Ngoc Tran×3

Invite

Minh-Ngoc Tran — researcher profile on SciRah

Invite

D. Nott — researcher profile on SciRah

Invite

Ziqi Chen — researcher profile on SciRah

Jun-Long Zhao×3

Invite

Jun-Long Zhao — researcher profile on SciRah

Invite

Huan Xu — researcher profile on SciRah

Invite

K. Fukumizu — researcher profile on SciRah

Bin-Yan Jiang×2

Invite

Bin-Yan Jiang — researcher profile on SciRah

Xingwei Tong×2

Invite

Xingwei Tong — researcher profile on SciRah