Hongzhe Li

Orcid: 0009-0002-8398-1870

According to our database1, Hongzhe Li authored at least 45 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Intelligent Recognition of Coastal Outfall Drainage Based on Sentinel-2/MSI Imagery.
Remote. Sens., January, 2024

Recent advances in deep learning and language models for studying the microbiome.
CoRR, 2024

2023
A New High-Resolution Remote Sensing Monitoring Method for Nutrients in Coastal Waters.
IEEE Trans. Geosci. Remote. Sens., 2023

The Study of 2-D Magnetic Focusing Inversion Based on the Adjustable Exponential Minimum Support Stabilizing Functional.
IEEE Trans. Geosci. Remote. Sens., 2023

Transfer Learning with Random Coefficient Ridge Regression.
CoRR, 2023

2022
Transfer Learning for Contextual Multi-armed Bandits.
CoRR, 2022

2021
Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates.
J. Mach. Learn. Res., 2021

MiRKAT: kernel machine regression-based global association tests for the microbiome.
Bioinform., 2021

A compositional mediation model for a binary outcome: Application to microbiome studies.
Bioinform., 2021

2020
Trust-driven Distributed Self-collaborative Security Architecture of IoT Based on Blockchain and Smart Contracts.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

2019
An Integrated Gaussian Graphical Model to evaluate the impact of exposures on metabolic networks.
Comput. Biol. Medicine, 2019

2018
Medication class enrichment analysis: a novel algorithm to analyze multiple pharmacologic exposures simultaneously using electronic health record data.
J. Am. Medical Informatics Assoc., 2018

2017
Optimal detection of weak positive latent dependence between two sequences of multiple tests.
J. Multivar. Anal., 2017

Entropy analysis to classify unknown packing algorithms for malware detection.
Int. J. Inf. Sec., 2017

A general framework for association analysis of microbial communities on a taxonomic tree.
Bioinform., 2017

2016
Detecting Violations of Security Requirements for Vulnerability Discovery in Source Code.
IEICE Trans. Inf. Syst., 2016

CLORIFI: software vulnerability discovery using code clone verification.
Concurr. Comput. Pract. Exp., 2016

A two-part mixed-effects model for analyzing longitudinal microbiome compositional data.
Bioinform., 2016

Automated Source Code Instrumentation for Verifying Potential Vulnerabilities.
Proceedings of the ICT Systems Security and Privacy Protection, 2016

2015
Power and sample-size estimation for microbiome studies using pairwise distances and PERMANOVA.
Bioinform., 2015

glmgraph: an R package for variable selection and predictive modeling of structured genomic data.
Bioinform., 2015

2014
Graphical model selection and estimation for high dimensional tensor data.
J. Multivar. Anal., 2014

A change-point model for identifying 3′UTR switching by next-generation RNA sequencing.
Bioinform., 2014

2013
Adjusting for high-dimensional covariates in sparse precision matrix estimation by <i>ℓ</i><sub>1</sub>-penalization.
J. Multivar. Anal., 2013

Dynamic classification of packing algorithms for inspecting executables using entropy analysis.
Proceedings of the 8th International Conference on Malicious and Unwanted Software: "The Americas", 2013

Software Vulnerability Detection Using Backward Trace Analysis and Symbolic Execution.
Proceedings of the 2013 International Conference on Availability, Reliability and Security, 2013

2012
Model selection and estimation in the matrix normal graphical model.
J. Multivar. Anal., 2012

Associating microbiome composition with environmental covariates using generalized UniFrac distances.
Bioinform., 2012

2011
A backstepping robust control method for free-floating space robot system with dual-arms.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Inertial space tracking for free-floating space robot manipulator using RBF-NN based compensating control algorithm.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

The design of cable-climbing robot.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

Hidden Markov Random Field Models for Network-Based Analysis of Genomic Data.
Proceedings of the Handbook of Statistical Bioinformatics., 2011

2010
Co-expression networks: graph properties and topological comparisons.
Bioinform., 2010

2008
In Response to Comment on "Network-constrained regularization and variable selection for analysis of genomic data".
Bioinform., 2008

Network-constrained regularization and variable selection for analysis of genomic data.
Bioinform., 2008

2007
A Markov random field model for network-based analysis of genomic data.
Bioinform., 2007

Group SCAD regression analysis for microarray time course gene expression data.
Bioinform., 2007

2005
Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray data.
Bioinform., 2005

Penalized Cox regression analysis in the high-dimensional and low-sample size settings, with applications to microarray gene expression data.
Bioinform., 2005

Threshold Gradient Descent Method for Censored Data Regression with Applications in Pharmacogenomics.
Proceedings of the Biocomputing 2005, 2005

2004
Model-based methods for identifying periodically expressed genes based on time course microarray gene expression data.
Bioinform., 2004

Dimension reduction methods for microarrays with application to censored survival data.
Bioinform., 2004

Partial Cox regression analysis for high-dimensional microarray gene expression data.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2003
Clustering of time-course gene expression data using a mixed-effects model with B-splines.
Bioinform., 2003

Kernel Cox Regression Models for Linking Gene Expression Profiles to Censored Survival Data.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003


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