Hongzhe Li, PhD

Hongzhe Li, PhD

University of Pennsylvania

H-index: 82

North America-United States

About Hongzhe Li, PhD

Hongzhe Li, PhD, With an exceptional h-index of 82 and a recent h-index of 56 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Statistical genetics and genomics, high dimensional statistics in genomics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Wasserstein F-tests for Fr\'echet regression on Bures-Wasserstein manifolds

Transfer learning for contextual multi-armed bandits

The genetic and evolutionary basis of gene expression variation in East Africans

Transfer Learning with Random Coefficient Ridge Regression

Proteomics of CKD progression in the chronic renal insufficiency cohort

A quantitative approach to measure and predict microbiome response to antibiotics

Proteomic cardiovascular risk assessment in chronic kidney disease

Changes in fecal lipidome after treatment with ivacaftor without changes in microbiome or bile acids

Hongzhe Li, PhD Information

University

Position

___

Citations(all)

35656

Citations(since 2020)

17284

Cited By

25792

hIndex(all)

82

hIndex(since 2020)

56

i10Index(all)

191

i10Index(since 2020)

133

Email

University Profile Page

University of Pennsylvania

Google Scholar

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Hongzhe Li, PhD Skills & Research Interests

Statistical genetics and genomics

high dimensional statistics in genomics

Top articles of Hongzhe Li, PhD

Title

Journal

Author(s)

Publication Date

Wasserstein F-tests for Fr\'echet regression on Bures-Wasserstein manifolds

arXiv preprint arXiv:2404.03878

Haoshu Xu

Hongzhe Li

2024/4/5

Transfer learning for contextual multi-armed bandits

The Annals of Statistics

Changxiao Cai

T Tony Cai

Hongzhe Li

2024/2

The genetic and evolutionary basis of gene expression variation in East Africans

Genome Biology

Derek E Kelly

Shweta Ramdas

Rong Ma

Renata A Rawlings-Goss

Gregory R Grant

...

2023/2/24

Transfer Learning with Random Coefficient Ridge Regression

arXiv preprint arXiv:2306.15915

Hongzhe Zhang

Hongzhe Li

2023/6/28

Proteomics of CKD progression in the chronic renal insufficiency cohort

Nature communications

Ruth F Dubin

Rajat Deo

Yue Ren

Jianqiao Wang

Zihe Zheng

...

2023/10/10

A quantitative approach to measure and predict microbiome response to antibiotics

bioRxiv

Vincent Tu

Yue Ren

Ceylan Tanes

Sagori Mukhopadhyay

Scott G Daniel

...

2023

Proteomic cardiovascular risk assessment in chronic kidney disease

European heart journal

Rajat Deo

Ruth F Dubin

Yue Ren

Ashwin C Murthy

Jianqiao Wang

...

2023/6/14

Changes in fecal lipidome after treatment with ivacaftor without changes in microbiome or bile acids

Journal of Cystic Fibrosis

Rosara Bass

Ceylan Tanes

Kyle Bittinger

Yun Li

Hongzhe Lee

...

2023/10/8

A tensor decomposition model for longitudinal microbiome studies

The Annals of Applied Statistics

Siyuan Ma

Hongzhe Li

2023/6

Mediation Analysis with Random Distribution as Mediator with an Application to iCOMPARE Trial

Statistics in Biosciences

Jingru Zhang

Mathias Basner

Christopher W Jones

David F Dinges

Haochang Shou

...

2023/8/30

Phylogenetic association analysis with conditional rank correlation

Biometrika

Shulei Wang

Bo Yuan

T Tony Cai

Hongzhe Li

2023/12/1

Truncated rank-based tests for two-part models with excessive zeros and applications to microbiome data

The Annals of Applied Statistics

Wanjie Wang

Eric Chen

Hongzhe Li

2023/6

Transfer learning in large-scale gaussian graphical models with false discovery rate control

Journal of the American Statistical Association

Sai Li

T Tony Cai

Hongzhe Li

2023/7/3

Treatment consistent with idiopathic multicentric Castleman disease guidelines is associated with improved outcomes

Blood Advances

Sheila K Pierson

Megan S Lim

Gordan Srkalovic

Joshua D Brandstadter

Mateo Sarmiento Bustamante

...

2023/11/14

Estimation and Inference for High-Dimensional Generalized Linear Models with Knowledge Transfer

Journal of Machine Learning Research

Zhe Fei

Yi Li

2021

A Regression-based Approach to Robust Estimation and Inference for Genetic Covariance

Journal of the American Statistical Association

Jianqiao Wang

Sai Li

Hongzhe Li

2023/11/14

Inference of microbial covariation networks using copula models with mixture margins

Bioinformatics

Rebecca A Deek

Hongzhe Li

2023/7/1

The Macronutrient Composition of Infant Formula Produces Differences in Gut Microbiota Maturation That Associate with Weight Gain Velocity and Weight Status

Nutrients

Julie A Mennella

Yun Li

Kyle Bittinger

Elliot S Friedman

Chunyu Zhao

...

2022/3/15

Mixture Margin Random-effects Copula Models for Inferring Temporally Conserved Microbial Co-variation Networks from Longitudinal Data

bioRxiv

Rebecca A Deek

Hongzhe Li

2022

Inference for high-dimensional linear mixed-effects models: A quasi-likelihood approach

Journal of the American Statistical Association

Sai Li

T Tony Cai

Hongzhe Li

2022/10/2

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