Yufeng Liu

Also affiliated with Harbin Institute of Technology, University of Michigan, Beijing Institute of Aeronautical Materials, Beijing Ditan Hospital, Southern Medical University

MathematicsComputer ScienceEngineeringBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 1%percentile

11.0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Comprehensive genomic characterization of squamous cell lung cancers

Nature(2012)10.1038/nature11404

Top 1%

11.0DataRank

Top 1%4036 citations

Gad Getz, Stephen E. Schumacher, Petar Stojanov, Chang‐Jiun Wu, Hailei Zhang +326 more

Papers

Driven by 62 papers — median percentile 99. Top paper: “Comprehensive genomic characterization of squamous cell lung cancers”.

Comprehensive genomic characterization of squamous cell lung cancers

Nature(2012)10.1038/nature11404

Top 1%

11.0DataRank

Top 1%4036 citations

Gad Getz, Stephen E. Schumacher, Petar Stojanov, Chang‐Jiun Wu, Hailei Zhang +326 more

Transcriptional and proteomic insights into the host response in fatal COVID-19 cases

Proceedings of the National Academy of Sciences(2020)10.1073/pnas.2018030117

N/A

6.5DataRank · unranked

214 citations

Yaobing Chen, Han Xia, Changli Wang, Chin Yee Tan, Xunhui Cai +21 more

Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types

Clinical Cancer Research(2010)10.1158/1078-0432.ccr-10-0199

N/A

0.853DataRank · unranked

294 citations

Xiaoying Yin, Katherine A. Hoadley, Yufeng Liu, Michele C. Hayward, Christopher R. Cabanski +15 more

Joint estimation of multiple dependent Gaussian graphical models with applications to mouse genomics

UNC Libraries(2020)10.17615/yfkx-xb18

N/A

0.165DataRank · unranked

2 citations

William Valdar, Yufeng Liu, Yuying Xie

Masked convolutional neural network for supervised learning problems

Stat(2020)10.1002/sta4.290

N/A

0DataRank · unranked

8 citations

Yufeng Liu, Hongtu Zhu, Leo Yu‐Feng Liu

Learning Optimal Distributionally Robust Individualized Treatment Rules

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1796359

N/A

0DataRank · unranked

35 citations

Zhengling Qi, Yufeng Liu, Weibin Mo

Weighted Distance Weighted Discrimination and Its Asymptotic Properties

UNC Libraries(2020)10.17615/k54y-bf03

N/A

0DataRank · unranked

9 citations

Hao Helen Zhang, Mike Todd, Xingye Qiao, J. S. Marron, Yufeng Liu

Multicategory Large-Margin Unified Machines

UNC Libraries(2020)10.17615/9p1h-jf36

N/A

0DataRank · unranked

6 citations

Chong Zhang, Yufeng Liu

Simultaneous multiple non-crossing quantile regression estimation using kernel constraints

UNC Libraries(2020)10.17615/btge-kf12

N/A

0DataRank · unranked

5 citations

Yichao Wu, Yufeng Liu

Angle-Based Hierarchical Classification Using Exact Label Embedding

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1801450

N/A

0DataRank · unranked

3 citations

Xiaoling Lu, Yufeng Liu, Junlong Zhao, Yiwei Fan

Multicategory angle-based large-margin classification

UNC Libraries(2020)10.17615/pbcy-2v09

N/A

0DataRank · unranked

3 citations

Yufeng Liu, Chong Zhang

Sparse Regression Incorporating Graphical Structure Among Predictors

UNC Libraries(2020)10.17615/a4jc-5x02

N/A

0DataRank · unranked

2 citations

Yufeng Liu, Yu Guan

Graph-guided joint prediction of class label and clinical scores for the Alzheimer’s disease

UNC Libraries(2020)10.17615/ad08-kd63

N/A

0DataRank · unranked

2 citations

Yu Guan, Yufeng Liu, Dinggang Shen

An Efficient Algorithm for Minimizing Multi Non-Smooth Component Functions

Journal of Computational and Graphical Statistics(2020)10.1080/10618600.2020.1804390

N/A

0DataRank · unranked

1 citations

Anh Ninh, Hoang Le, Yufeng Liu, Minh Tuan Pham

Adaptive estimation with partially overlapping models

UNC Libraries(2020)10.17615/vry6-cp34

N/A

0DataRank · unranked

1 citations

Sunyoung Shin, Jason P. Fine, Yufeng Liu

SPReM: Sparse Projection Regression Model For High-Dimensional Linear Regression

UNC Libraries(2020)10.17615/q5eb-bg53

N/A

0DataRank · unranked

1 citations

Yufeng Liu, Hongtu Zhu, Joseph G. Ibrahim, Qiang Sun

Reinforced Angle-Based Multicategory Support Vector Machines

UNC Libraries(2020)10.17615/pvaa-fz41

N/A

0DataRank · unranked

1 citations

Chong Zhang, Junhui Wang, Hongtu Zhu, Yufeng Liu

Hypothesis testing for band size detection of high-dimensional banded precision matrices

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2020)10.17615/r7t7-hd73

N/A

0DataRank · unranked

1 citations

Jianhua Guo, Baiguo An, Yufeng Liu

Kernel continuum regression

UNC Libraries(2020)10.17615/58w5-yt56

N/A

0DataRank · unranked

0 citations

Myung Hee Lee, Yufeng Liu

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data: Composite Large Margin Classifiers with Latent Subclasses

UNC Libraries(2020)10.17615/zawc-qs08

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Dinggang Shen, Guanhua Chen, Michael R. Kosorok

Functional Robust Support Vector Machines for Sparse and Irregular Longitudinal Data

UNC Libraries(2020)10.17615/ypz6-1f55

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Yichao Wu

Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types

UNC Libraries(2020)10.17615/5tdz-sn55

N/A

0DataRank · unranked

0 citations

Philip S. Bernard, Alden M. Parsons, Kenneth L. Muldrew, Leigh B. Thorne, Mark A. Socinski +13 more

Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood

UNC Libraries(2020)10.17615/3y88-z295

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Wonyul Lee

SigFuge: single gene clustering of RNA-seq reveals differential isoform usage among cancer samples

UNC Libraries(2020)10.17615/p1bn-vk90

N/A

0DataRank · unranked

0 citations

Christopher A. Maher, Matthew D. Wilkerson, Amy Johnson, Charles M. Perou, J. S. Marron +6 more

Multi-Task Linear Programming Discriminant Analysis for the Identification of Progressive MCI Individuals

UNC Libraries(2020)10.17615/e7yz-n749

N/A

0DataRank · unranked

0 citations

Dinggang Shen, Kim-Han Thung, Yufeng Liu, Yu Guan

Principal weighted support vector machines for sufficient dimension reduction in binary classification

UNC Libraries(2020)10.17615/w8ga-qm08

N/A

0DataRank · unranked

0 citations

Yichao Wu, Hao Helen Zhang, Seung Jun Shin, Yufeng Liu

High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma

UNC Libraries(2020)10.17615/vbd7-7607

N/A

0DataRank · unranked

0 citations

Marion E. Couch, Stephen L. Harris, Bhishamjit S. Chera, Karen Fritchie, William K. Funkhouser +20 more

FDM: a graph-based statistical method to detect differential transcription using RNA-seq data

UNC Libraries(2020)10.17615/s2xg-c168

N/A

0DataRank · unranked

0 citations

Corbin D. Jones, Jan F. Prins, Darshan Singh, Christian F. Orellana, Derek Y. Chiang +3 more

VARIABLE SELECTION IN QUANTILE REGRESSION

UNC Libraries(2021)10.17615/gccn-qy67

N/A

0DataRank · unranked

378 citations

Yufeng Liu, Yichao Wu

High dimensional change point inference: Recent developments and extensions

Journal of Multivariate Analysis(2021)10.1016/j.jmva.2021.104833

N/A

0DataRank · unranked

16 citations

Xinsheng Zhang, Yufeng Liu, Bin Liu

Prioritizing Autism Risk Genes Using Personalized Graphical Models Estimated From Single-Cell RNA-seq Data

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1933495

N/A

0DataRank · unranked

4 citations

Haodong Wang, Wei Sun, Yufeng Liu, Jianyu Liu

Variable selection for the multicategory SVM via adaptive sup-norm regularization

UNC Libraries(2021)10.17615/vv70-6q89

N/A

0DataRank · unranked

0 citations

Hao Helen Zhang, Ji Zhu, Yichao Wu, Yufeng Liu

On Robustness of Individualized Decision Rules

Journal of the American Statistical Association(2022)10.1080/01621459.2022.2038180

N/A

0DataRank · unranked

12 citations

Jong‐Shi Pang, Yufeng Liu, Zhengling Qi

Multi-response Regression for Block-missing Multi-modal Data without Imputation

Statistica Sinica(2022)10.5705/ss.202021.0170

N/A

0DataRank · unranked

1 citations

Quefeng Li, Yufeng Liu, Haodong Wang

Estimating individualized treatment rules for treatments with hierarchical structure

Electronic Journal of Statistics(2022)10.1214/21-ejs1948

N/A

0DataRank · unranked

2 citations

Xiaoling Lu, Junlong Zhao, Haoda Fu, Yufeng Liu, Yiwei Fan

Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data

Journal of Business and Economic Statistics(2022)10.1080/07350015.2022.2115498

N/A

0DataRank · unranked

2 citations

Wan Zhang, Peiyao Wang, Qizhai Li, Kai Zhang, Yufeng Liu +1 more

Sample-Wise Combined Missing Effect Model with Penalization

Journal of Computational and Graphical Statistics(2022)10.1080/10618600.2022.2070172

N/A

0DataRank · unranked

0 citations

Yu Guan, Qizhai Li, Yufeng Liu, Jialu Li

Patient sex, racial and ethnic disparities in emergency department triage: A multi-site retrospective study

The American Journal of Emergency Medicine(2023)10.1016/j.ajem.2023.11.008

N/A

0DataRank · unranked

13 citations

Peter Lin, Qian Cheng, Nilay Tanık Argon, Christopher S. Evans, Benjamin Linthicum +5 more

Statistical Significance of Clustering with Multidimensional Scaling

Journal of Computational and Graphical Statistics(2023)10.1080/10618600.2023.2219708

N/A

0DataRank · unranked

10 citations

Shankar Bhamidi, Yufeng Liu, Hui Shen

Joint and Individual Component Regression

Journal of Computational and Graphical Statistics(2023)10.1080/10618600.2023.2284227

N/A

0DataRank · unranked

8 citations

Haodong Wang, Quefeng Li, Dinggang Shen, Yufeng Liu, Peiyao Wang

Robust Low-Rank Tensor Decomposition with the L 2 Criterion

Technometrics(2023)10.1080/00401706.2023.2200541

N/A

0DataRank · unranked

5 citations

C. Eric, Yufeng Liu, Qiang Heng

Estimation of Linear Functionals in High-Dimensional Linear Models: From Sparsity to Nonsparsity

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2206084

N/A

0DataRank · unranked

4 citations

Yang Zhou, Yufeng Liu, Junlong Zhao

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection

arXiv (Cornell University)(2023)10.48550/arxiv.2301.12553

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Donglin Zeng, Daiqi Gao

Consistency of Lloyd's Algorithm Under Perturbations

arXiv (Cornell University)(2023)10.48550/arxiv.2309.00578

N/A

0DataRank · unranked

0 citations

Hui Shen, Shankar Bhamidi, Yufeng Liu, Vladas Pipiras, Dhruv Patel

Multi-Armed Angle-Based Direct Learning for Estimating Optimal Individualized Treatment Rules With Various Outcomes

UNC Libraries(2024)10.17615/y49h-rx09

N/A

0DataRank · unranked

6 citations

Yufeng Liu, Zhengling Qi, Haoda Fu, Dacheng Liu

Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation

UNC Libraries(2024)10.17615/rg05-jd93

N/A

0DataRank · unranked

3 citations

Dinggang Shen, Yu Guan, Quefeng Li, Yufeng Liu

Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data

UNC Libraries(2024)10.17615/1gnd-h704

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Wan Zhang, Peiyao Wang, Qizhai Li, Jialu Li +1 more

Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores

UNC Libraries(2024)10.17615/hsrh-5431

N/A

0DataRank · unranked

0 citations

Peiyao Wang, Dinggang Shen, Yufeng Liu

Large‐margin classification with multiple decision rules

UNC Libraries(2024)10.17615/qf3r-gk79

N/A

0DataRank · unranked

0 citations

Alzheimer’s Disease Neuroimaging Initiative, Patrick K. Kimes, J. S. Marron, D. Neil Hayes, Yufeng Liu

Disentangling sex-dependent effects of APOE on diverse trajectories of cognitive decline in Alzheimer's disease

UNC Libraries(2024)10.17615/98a0-pj31

N/A

0DataRank · unranked

0 citations

Alzheimer’s Disease Neuroimaging Initiative, Patrick J. Smith, Haixu Ma, Yufeng Liu, Guorong Wu +3 more

Angle-Based Hierarchical Classification Using Exact Label Embedding

Carolina Digital Repository (University of North Carolina at Chapel Hill)(2024)10.17615/6art-m065

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Junlong Zhao, Xiaoling Lu, Yiwei Fan

Efficient test-based variable selection for high-dimensional linear models

UNC Libraries(2024)10.17615/v6t0-yg83

N/A

0DataRank · unranked

0 citations

Siliang Gong, Peiyan Zhang, Yufeng Liu

Estimating Individualized Treatment Rules for Ordinal Treatments

UNC Libraries(2024)10.17615/abr7-fs62

N/A

0DataRank · unranked

0 citations

Xuanyao He, Jingxiang Chen, Michael R. Kosorok, Haoda Fu, Yufeng Liu

Robust outcome weighted learning for optimal individualized treatment rules

UNC Libraries(2024)10.17615/srp8-j211

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Sanguo Zhang, Sheng Fu, Qinying He

Robust multicategory support matrix machines

UNC Libraries(2024)10.17615/p6ve-z798

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Quoc Tran-Dinh, Changliang Zou, Chengde Qian, Sheng Fu

SMAC: Spatial multi-category angle-based classifier for high-dimensional neuroimaging data

UNC Libraries(2024)10.17615/kyct-hq33

N/A

0DataRank · unranked

0 citations

Leo Yu-Feng Liu, Yufeng Liu, Alzheimer’s Disease Neuroimaging Initiative, Hongtu Zhu

Multi-response Regression for Block-missing Multi-modal Data without Imputation.

UNC Libraries(2024)10.17615/am21-fx60

N/A

0DataRank · unranked

0 citations

Quefeng Li, Haodong Wang, Yufeng Liu

Decoding longitudinal microbiome trajectories: an interpretable machine learning approach for biomarker discovery and prediction

Briefings in Bioinformatics(2025)10.1093/bib/bbaf374

N/A

0DataRank · unranked

5 citations

Yunzhi Qian, Yixiang Qu, Wyliena Guan, Jialiu Xie, Duan Wang +7 more

Patient sex, racial and ethnic disparities in emergency department triage: A multi-site retrospective study

UNC Libraries(2025)10.17615/fmjd-2g06

N/A

0DataRank · unranked

0 citations

Nilay Tanık Argon, Laura Murphy, Benjamin Linthicum, Yufeng Liu, Christopher S. Evans +5 more

Statistical significance of clustering for count data

Biometrics(2025)10.1093/biomtc/ujaf120

N/A

0DataRank · unranked

0 citations

Di Wu, Yufeng Liu, Yifan Dai

Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion

Journal of Computational and Graphical Statistics(2020)10.1080/10618600.2020.1763808

N/A

0DataRank · unranked

18 citations

Quoc Tran-Dinh, Michael R. Kosorok, Yufeng Liu, Jingxiang Chen

DiffSplice: the genome-wide detection of differential splicing events with RNA-seq

UNC Libraries(2020)10.17615/w4en-kn26

N/A

0DataRank · unranked

6 citations

Jinze Liu, Ying Du, Liza Makowski, Yin Hu, Derek Y. Chiang +12 more

Yufeng Liu

Indexed papers

Top data-sharing exemplar

Papers