Hongzhe Li

50 papers B 1Misc 3Journal 39Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
dGAMLSS: an exact, distributed algorithm to fit Generalized Additive Models for Location, Scale, and Shape for privacy-preserving population reference charts.
Bioinform.
Fengling Hu, Jiayi Tong, Margaret Gardner, Lifespan Brain Chart Consortium, Andrew A. Chen, Richard A. I. Bethlehem, Jakob Seidlitz, Hongzhe Li, Aaron Alexander-Bloch, Yong Chen, Russell T. Shinohara
2025 J jnl
CGEarthEye:A High-Resolution Remote Sensing Vision Foundation Model Based on the Jilin-1 Satellite Constellation.
CoRR
Zhiwei Yi, Xin Cheng, Jingyu Ma, Ruifei Zhu, Junwei Tian, Yuanxiu Zhou, Xinge Zhao, Hongzhe Li
2025 J jnl
Test of partial effects for Frechet regression on Bures-Wasserstein manifolds.
CoRR
Haoshu Xu, Hongzhe Li
2025 J jnl
Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds.
J. Mach. Learn. Res.
Haoshu Xu, Hongzhe Li
2024 J jnl
Intelligent Recognition of Coastal Outfall Drainage Based on Sentinel-2/MSI Imagery.
Remote. Sens.
Hongzhe Li, Xianqiang He, Yan Bai, Fang Gong, Teng Li, Difeng Wang
2024 J jnl
Recent advances in deep learning and language models for studying the microbiome.
CoRR
Binghao Yan, Yunbi Nam, Lingyao Li, Rebecca A. Deek, Hongzhe Li, Siyuan Ma
2023 J jnl
A New High-Resolution Remote Sensing Monitoring Method for Nutrients in Coastal Waters.
IEEE Trans. Geosci. Remote. Sens.
Jingjing Huang, Difeng Wang, Shuping Pan, Hongzhe Li, Fang Gong, Haoyan Hu, Xianqiang He, Yan Bai, Zhuoqi Zheng
2023 J jnl
Inference of microbial covariation networks using copula models with mixture margins.
Bioinform.
Rebecca A. Deek, Hongzhe Li
2023 J jnl
The Study of 2-D Magnetic Focusing Inversion Based on the Adjustable Exponential Minimum Support Stabilizing Functional.
IEEE Trans. Geosci. Remote. Sens.
Linjun Huang, Han Song, Zecheng Wang, Hongzhe Li, Delong Ma, Peng Yu
2023 J jnl
Transfer Learning with Random Coefficient Ridge Regression.
CoRR
Hongzhe Zhang, Hongzhe Li
2022 J jnl
Transfer Learning for Contextual Multi-armed Bandits.
CoRR
Changxiao Cai, T. Tony Cai, Hongzhe Li
2021 J jnl
A compositional mediation model for a binary outcome: Application to microbiome studies.
Bioinform.
Michael B. Sohn, Jiarui Lu, Hongzhe Li
2021 J jnl
MiRKAT: kernel machine regression-based global association tests for the microbiome.
Bioinform.
Nehemiah Wilson, Ni Zhao, Xiang Zhan, Hyunwook Koh, Weijia Fu, Jun Chen, Hongzhe Li, Michael C. Wu, Anna M. Plantinga
2021 J jnl
Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates.
J. Mach. Learn. Res.
T. Tony Cai, Hongzhe Li, Rong Ma
2020 — conf
Trust-driven Distributed Self-collaborative Security Architecture of IoT Based on Blockchain and Smart Contracts.
VTC Fall
Hongzhe Li, Sirun Xu, Saifei Li, Guangcheng Sun, Xiaowei Zhang, Lianshan Yan
2019 J jnl
An Integrated Gaussian Graphical Model to evaluate the impact of exposures on metabolic networks.
Comput. Biol. Medicine
Jai Woo Lee, Erika L. Moen, Tracy Punshon, Anne Gatewood Hoen, Delisha Stewart, Hongzhe Li, Margaret R. Karagas, Jiang Gui
2018 J jnl
Medication class enrichment analysis: a novel algorithm to analyze multiple pharmacologic exposures simultaneously using electronic health record data.
J. Am. Medical Informatics Assoc.
Ravy K. Vajravelu, Frank I. Scott, Ronac Mamtani, Hongzhe Li, Jason H. Moore, James D. Lewis
2017 J jnl
A general framework for association analysis of microbial communities on a taxonomic tree.
Bioinform.
Zheng-Zheng Tang, Guanhua Chen, Alexander V. Alekseyenko, Hongzhe Li
2017 J jnl
Entropy analysis to classify unknown packing algorithms for malware detection.
Int. J. Inf. Sec.
Munkhbayar Bat-Erdene, Hyundo Park, Hongzhe Li, Heejo Lee, Mahn-Soo Choi
2017 J jnl
Optimal detection of weak positive latent dependence between two sequences of multiple tests.
J. Multivar. Anal.
Sihai Dave Zhao, T. Tony Cai, Hongzhe Li
2016 J jnl
A two-part mixed-effects model for analyzing longitudinal microbiome compositional data.
Bioinform.
Eric Z. Chen, Hongzhe Li
2016 Misc conf
Automated Source Code Instrumentation for Verifying Potential Vulnerabilities.
SEC
Hongzhe Li, Jaesang Oh, Hakjoo Oh, Heejo Lee
2016 J jnl
CLORIFI: software vulnerability discovery using code clone verification.
Concurr. Comput. Pract. Exp.
Hongzhe Li, Hyuckmin Kwon, Jonghoon Kwon, Heejo Lee
2016 J jnl
Detecting Violations of Security Requirements for Vulnerability Discovery in Source Code.
IEICE Trans. Inf. Syst.
Hongzhe Li, Jaesang Oh, Heejo Lee
2015 J jnl
Power and sample-size estimation for microbiome studies using pairwise distances and PERMANOVA.
Bioinform.
Brendan J. Kelly, Robert Gross, Kyle Bittinger, Scott A. Sherrill-Mix, James D. Lewis, Ronald G. Collman, Frederic D. Bushman, Hongzhe Li
2015 J jnl
glmgraph: an R package for variable selection and predictive modeling of structured genomic data.
Bioinform.
Li Chen, Han Liu, Jean-Pierre A. Kocher, Hongzhe Li, Jun Chen
2014 J jnl
A change-point model for identifying 3′UTR switching by next-generation RNA sequencing.
Bioinform.
Wei Wang, Zhi Wei, Hongzhe Li
2014 J jnl
Graphical model selection and estimation for high dimensional tensor data.
J. Multivar. Anal.
Shiyuan He, Jianxin Yin, Hongzhe Li, Xing Wang
2013 J jnl
Adjusting for high-dimensional covariates in sparse precision matrix estimation by
J. Multivar. Anal.
Jianxin Yin, Hongzhe Li
2013 — conf
Dynamic classification of packing algorithms for inspecting executables using entropy analysis.
MALWARE
Munkhbayar Bat-Erdene, Taebeom Kim, Hongzhe Li, Heejo Lee
2013 B conf
Software Vulnerability Detection Using Backward Trace Analysis and Symbolic Execution.
ARES
Hongzhe Li, Taebeom Kim, Munkhbayar Bat-Erdene, Heejo Lee
2012 J jnl
Associating microbiome composition with environmental covariates using generalized UniFrac distances.
Bioinform.
Jun Chen, Kyle Bittinger, Emily S. Charlson, Christian Hoffmann, James D. Lewis, Gary D. Wu, Ronald G. Collman, Frederic D. Bushman, Hongzhe Li
2012 J jnl
Model selection and estimation in the matrix normal graphical model.
J. Multivar. Anal.
Jianxin Yin, Hongzhe Li
2011 — conf
A backstepping robust control method for free-floating space robot system with dual-arms.
ROBIO
Xiaoteng Tang, Cheng-kun Tang, Hongzhe Li
2011 — ch.
Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data.
Handbook of Statistical Bioinformatics
Hongzhe Li
2011 — conf
Inertial space tracking for free-floating space robot manipulator using RBF-NN based compensating control algorithm.
ROBIO
Xiaoteng Tang, Cheng-kun Tang, Hongzhe Li
2011 — conf
The design of cable-climbing robot.
EMEIT
Guangping Hao, Fanzhu Meng, Hongzhe Li, Zhihong Wang, Zhaonan Zhong
2010 J jnl
Co-expression networks: graph properties and topological comparisons.
Bioinform.
Ramon Xulvi-Brunet, Hongzhe Li
2008 J jnl
In Response to Comment on "Network-constrained regularization and variable selection for analysis of genomic data".
Bioinform.
Caiyan Li, Hongzhe Li
2008 J jnl
Network-constrained regularization and variable selection for analysis of genomic data.
Bioinform.
Caiyan Li, Hongzhe Li
2007 J jnl
A Markov random field model for network-based analysis of genomic data.
Bioinform.
Zhi Wei, Hongzhe Li
2007 J jnl
Group SCAD regression analysis for microarray time course gene expression data.
Bioinform.
Lifeng Wang, Guang Chen, Hongzhe Li
2005 J jnl
Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data.
Bioinform.
Hongzhe Li, Yihui Luan
2005 J jnl
Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data.
Bioinform.
Jiang Gui, Hongzhe Li
2005 Misc conf
Threshold Gradient Descent Method for Censored Data Regression with Applications in Pharmacogenomics.
Pacific Symposium on Biocomputing
Jiang Gui, Hongzhe Li
2004 J jnl
Dimension reduction methods for microarrays with application to censored survival data.
Bioinform.
Lexin Li, Hongzhe Li
2004 J jnl
Model-based methods for identifying periodically expressed genes based on time course microarray gene expression data.
Bioinform.
Yihui Luan, Hongzhe Li
2004 — conf
Partial Cox regression analysis for high-dimensional microarray gene expression data.
ISMB/ECCB (Supplement of Bioinformatics)
Hongzhe Li, Jiang Gui
2003 J jnl
Clustering of time-course gene expression data using a mixed-effects model with B-splines.
Bioinform.
Yihui Luan, Hongzhe Li
2003 Misc conf
Kernel Cox Regression Models for Linking Gene Expression Profiles to Censored Survival Data.
Pacific Symposium on Biocomputing
Hongzhe Li, Yihui Luan