Jianhua Z. Huang

According to our database, Jianhua Z. Huang authored at least 39 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Improved Estimation of High-dimensional Additive Models Using Subspace Learning.

Shiyuan He, Kejun He, Jianhua Z. Huang

J. Comput. Graph. Stat., July, 2022

Functional PCA With Covariate-Dependent Mean and Covariance Structure.

Fei Ding, Shiyuan He, David E. Jones, Jianhua Z. Huang

Technometrics, 2022

Biclustering via structured regularized matrix decomposition.

Yan Zhong, Jianhua Z. Huang

Stat. Comput., 2022

scTenifoldKnk: An efficient virtual knockout tool for gene function predictions via single-cell gene regulatory network perturbation.

Daniel Osório, Yan Zhong, Guanxun Li, Qian Xu, Yongjian Yang, Yanan Tian, Robert S. Chapkin, Jianhua Z. Huang, James J. Cai

Patterns, 2022

2021

Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks.

Mohammadreza Armandpour, Brian Kidd, Yu Du, Jianhua Z. Huang

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

scTenifoldNet: A Machine Learning Workflow for Constructing and Comparing Transcriptome-wide Gene Regulatory Networks from Single-Cell Data.

Daniel Osório, Yan Zhong, Guanxun Li, Jianhua Z. Huang, James J. Cai

Patterns, 2020

2019

Global Adversarial Attacks for Assessing Deep Learning Robustness.

Hanbin Hu, Mit Shah, Jianhua Z. Huang, Peng Li

CoRR, 2019

Enabling High-Dimensional Bayesian Optimization for Efficient Failure Detection of Analog and Mixed-Signal Circuits.

Hanbin Hu, Peng Li, Jianhua Z. Huang

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Robust Negative Sampling for Network Embedding.

Mohammadreza Armandpour, Patrick Ding, Jianhua Z. Huang, Xia Hu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Safe Active Feature Selection for Sparse Learning.

Shaogang Ren, Jianhua Z. Huang, Shuai Huang, Xiaoning Qian

CoRR, 2018

Parallelizable Bayesian optimization for analog and mixed-signal rare failure detection with high coverage.

Hanbin Hu, Peng Li, Jianhua Z. Huang

Proceedings of the International Conference on Computer-Aided Design, 2018

2017

Singular-Value Decomposition Feature-Extraction Method for Cost-Performance Prediction.

Shiyuan He, Jing Du, Jianhua Z. Huang

J. Comput. Civ. Eng., 2017

2016

Robust Nanoparticles Detection From Noisy Background by Fusing Complementary Image Information.

Yanjun Qian, Jianhua Z. Huang, Xiaodong Li, Yu Ding

IEEE Trans. Image Process., 2016

Short-Term Wind Speed Forecast Using Measurements From Multiple Turbines in A Wind Farm.

Arash Pourhabib, Jianhua Z. Huang, Yu Ding

Technometrics, 2016

Sparse reduced-rank regression with covariance estimation.

Lisha Chen, Jianhua Z. Huang

Stat. Comput., 2016

Sparse exponential family Principal Component Analysis.

Meng Lu, Jianhua Z. Huang, Xiaoning Qian

Pattern Recognit., 2016

Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes.

Chiwoo Park, Jianhua Z. Huang

J. Mach. Learn. Res., 2016

2015

Solving the MEG Inverse Problem: A Robust Two-Way Regularization Method.

Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen

Technometrics, 2015

Functional data analysis of generalized regression quantiles.

Mengmeng Guo, Lan Zhou, Jianhua Z. Huang, Wolfgang Karl Härdle

Stat. Comput., 2015

Feature selection and multi-kernel learning for adaptive graph regularized nonnegative matrix factorization.

Jim Jing-Yan Wang, Jianhua Z. Huang, Yijun Sun, Xin Gao

Expert Syst. Appl., 2015

2014

Logistic Principal Component Analysis for Rare Variants in Gene-Environment Interaction Analysis.

Meng Lu, Hye-Seung Lee, David Hadley, Jianhua Z. Huang, Xiaoning Qian

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

A biclustering algorithm for binary matrices based on penalized Bernoulli likelihood.

Seokho Lee, Jianhua Z. Huang

Stat. Comput., 2014

Efficient estimation of semiparametric copula models for bivariate survival data.

Guang Cheng, Lan Zhou, Xiaohong Chen, Jianhua Z. Huang

J. Multivar. Anal., 2014

Supervised categorical principal component analysis for genome-wide association analyses.

Meng Lu, Hye-Seung Lee, David Hadley, Jianhua Z. Huang, Xiaoning Qian

BMC Genom., 2014

LigandRFs: random forest ensemble to identify ligand-binding residues from sequence information alone.

Peng Chen, Jianhua Z. Huang, Xin Gao

BMC Bioinform., 2014

Supervised Transfer Sparse Coding.

Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Z. Huang, Xin Gao

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Two-way regularization for MEG source reconstruction via multilevel coordinate descent.

Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen

Stat. Anal. Data Min., 2013

Robust estimation of the correlation matrix of longitudinal data.

Mehdi Maadooliat, Mohsen Pourahmadi, Jianhua Z. Huang

Stat. Comput., 2013

Segmentation, Inference and Classification of Partially Overlapping Nanoparticles.

Chiwoo Park, Jianhua Z. Huang, Jim X. Ji, Yu Ding

IEEE Trans. Pattern Anal. Mach. Intell., 2013

EEG/MEG Source Reconstruction with Spatial-Temporal Two-Way Regularized Regression.

Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen, Zhimin Li

Neuroinformatics, 2013

The cluster bootstrap consistency in generalized estimating equations.

Guang Cheng, Zhuqing Yu, Jianhua Z. Huang

J. Multivar. Anal., 2013

A coordinate descent MM algorithm for fast computation of sparse logistic PCA.

Seokho Lee, Jianhua Z. Huang

Comput. Stat. Data Anal., 2013

Assessing protein conformational sampling methods based on bivariate lag-distributions of backbone angles.

Mehdi Maadooliat, Xin Gao, Jianhua Z. Huang

Briefings Bioinform., 2013

2012

GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression.

Chiwoo Park, Jianhua Z. Huang, Yu Ding

J. Mach. Learn. Res., 2012

Supervised logistic principal component analysis for pathway based genome-wide association studies.

Meng Lu, Jianhua Z. Huang, Xiaoning Qian

Proceedings of the ACM International Conference on Bioinformatics, 2012

2011

Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets.

Chiwoo Park, Jianhua Z. Huang, Yu Ding

J. Mach. Learn. Res., 2011

2010

A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection.

Chiwoo Park, Jianhua Z. Huang, Yu Ding

Oper. Res., 2010

Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals

Josue G. Martinez, Jianhua Z. Huang, Robert C. Burghardt, Rola Barhoumi, Raymond J. Carroll

CoRR, 2010

2008

Interday Forecasting and Intraday Updating of Call Center Arrivals.

Haipeng Shen, Jianhua Z. Huang

Manuf. Serv. Oper. Manag., 2008