Jianhua Z. Huang

43 papers A* 2A 1B 1Journal 36Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
SKETCH: Semantic Key-Point Conditioning for Long-Horizon Vessel Trajectory Prediction.
CoRR
Linyong Gan, Zimo Li, Wenxin Xu, Xingjian Li, Jianhua Z. Huang, Enmei Tu, Shuhang Chen
2025 — conf
Incentivized Federated Learning in Data Spaces.
PerCom Workshops
Shuwen Liu, Jianhua Z. Huang, Patrick P. C. Lee, George C. Polyzos
2025 J jnl
Rare Event Detection by Acquisition-Guided Sampling.
IEEE Trans Autom. Sci. Eng.
Huiling Liao, Xiaoning Qian, Jianhua Z. Huang, Peng Li
2022 J jnl
Biclustering via structured regularized matrix decomposition.
Stat. Comput.
Yan Zhong, Jianhua Z. Huang
2022 J jnl
Functional PCA With Covariate-Dependent Mean and Covariance Structure.
Technometrics
Fei Ding, Shiyuan He, David E. Jones, Jianhua Z. Huang
2022 J jnl
Improved Estimation of High-dimensional Additive Models Using Subspace Learning.
J. Comput. Graph. Stat.
Shiyuan He, Kejun He, Jianhua Z. Huang
2022 J jnl
scTenifoldKnk: An efficient virtual knockout tool for gene function predictions via single-cell gene regulatory network perturbation.
Patterns
Daniel Osório, Yan Zhong, Guanxun Li, Qian Xu, Yongjian Yang, Yanan Tian, Robert S. Chapkin, Jianhua Z. Huang, James J. Cai
2021 B conf
Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks.
IJCNN
Mohammadreza Armandpour, Brian Kidd, Yu Du, Jianhua Z. Huang
2021 J jnl
Deep Personalized Glucose Level Forecasting Using Attention-based Recurrent Neural Networks.
CoRR
Mohammadreza Armandpour, Brian Kidd, Yu Du, Jianhua Z. Huang
2020 J jnl
scTenifoldNet: A Machine Learning Workflow for Constructing and Comparing Transcriptome-wide Gene Regulatory Networks from Single-Cell Data.
Patterns
Daniel Osório, Yan Zhong, Guanxun Li, Jianhua Z. Huang, James J. Cai
2019 A* conf
Enabling High-Dimensional Bayesian Optimization for Efficient Failure Detection of Analog and Mixed-Signal Circuits.
DAC
Hanbin Hu, Peng Li, Jianhua Z. Huang
2019 J jnl
Global Adversarial Attacks for Assessing Deep Learning Robustness.
CoRR
Hanbin Hu, Mit Shah, Jianhua Z. Huang, Peng Li
2018 A conf
Parallelizable Bayesian optimization for analog and mixed-signal rare failure detection with high coverage.
ICCAD
Hanbin Hu, Peng Li, Jianhua Z. Huang
2018 J jnl
Safe Active Feature Selection for Sparse Learning.
CoRR
Shaogang Ren, Jianhua Z. Huang, Shuai Huang, Xiaoning Qian
2017 J jnl
Singular-Value Decomposition Feature-Extraction Method for Cost-Performance Prediction.
J. Comput. Civ. Eng.
Shiyuan He, Jing Du, Jianhua Z. Huang
2016 J jnl
Efficient Computation of Gaussian Process Regression for Large Spatial Data Sets by Patching Local Gaussian Processes.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang
2016 J jnl
Robust Nanoparticles Detection From Noisy Background by Fusing Complementary Image Information.
IEEE Trans. Image Process.
Yanjun Qian, Jianhua Z. Huang, Xiaodong Li, Yu Ding
2016 J jnl
Short-Term Wind Speed Forecast Using Measurements From Multiple Turbines in A Wind Farm.
Technometrics
Arash Pourhabib, Jianhua Z. Huang, Yu Ding
2016 J jnl
Sparse exponential family Principal Component Analysis.
Pattern Recognit.
Meng Lu, Jianhua Z. Huang, Xiaoning Qian
2016 J jnl
Sparse reduced-rank regression with covariance estimation.
Stat. Comput.
Lisha Chen, Jianhua Z. Huang
2015 J jnl
Feature selection and multi-kernel learning for adaptive graph regularized nonnegative matrix factorization.
Expert Syst. Appl.
Jim Jing-Yan Wang, Jianhua Z. Huang, Yijun Sun, Xin Gao
2015 J jnl
Functional data analysis of generalized regression quantiles.
Stat. Comput.
Mengmeng Guo, Lan Zhou, Jianhua Z. Huang, Wolfgang Karl Härdle
2015 J jnl
Solving the MEG Inverse Problem: A Robust Two-Way Regularization Method.
Technometrics
Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen
2014 J jnl
A biclustering algorithm for binary matrices based on penalized Bernoulli likelihood.
Stat. Comput.
Seokho Lee, Jianhua Z. Huang
2014 J jnl
Efficient estimation of semiparametric copula models for bivariate survival data.
J. Multivar. Anal.
Guang Cheng, Lan Zhou, Xiaohong Chen, Jianhua Z. Huang
2014 J jnl
LigandRFs: random forest ensemble to identify ligand-binding residues from sequence information alone.
BMC Bioinform.
Peng Chen, Jianhua Z. Huang, Xin Gao
2014 J jnl
Logistic Principal Component Analysis for Rare Variants in Gene-Environment Interaction Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform.
Meng Lu, Hye-Seung Lee, David Hadley, Jianhua Z. Huang, Xiaoning Qian
2014 A* conf
Supervised Transfer Sparse Coding.
AAAI
Maruan Al-Shedivat, Jim Jing-Yan Wang, Majed Alzahrani, Jianhua Z. Huang, Xin Gao
2014 J jnl
Supervised categorical principal component analysis for genome-wide association analyses.
BMC Genom.
Meng Lu, Hye-Seung Lee, David Hadley, Jianhua Z. Huang, Xiaoning Qian
2013 J jnl
A coordinate descent MM algorithm for fast computation of sparse logistic PCA.
Comput. Stat. Data Anal.
Seokho Lee, Jianhua Z. Huang
2013 J jnl
Assessing protein conformational sampling methods based on bivariate lag-distributions of backbone angles.
Briefings Bioinform.
Mehdi Maadooliat, Xin Gao, Jianhua Z. Huang
2013 J jnl
EEG/MEG Source Reconstruction with Spatial-Temporal Two-Way Regularized Regression.
Neuroinformatics
Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen, Zhimin Li
2013 J jnl
Robust estimation of the correlation matrix of longitudinal data.
Stat. Comput.
Mehdi Maadooliat, Mohsen Pourahmadi, Jianhua Z. Huang
2013 J jnl
Segmentation, Inference and Classification of Partially Overlapping Nanoparticles.
IEEE Trans. Pattern Anal. Mach. Intell.
Chiwoo Park, Jianhua Z. Huang, Jim X. Ji, Yu Ding
2013 J jnl
The cluster bootstrap consistency in generalized estimating equations.
J. Multivar. Anal.
Guang Cheng, Zhuqing Yu, Jianhua Z. Huang
2013 J jnl
Two-way regularization for MEG source reconstruction via multilevel coordinate descent.
Stat. Anal. Data Min.
Tian Siva Tian, Jianhua Z. Huang, Haipeng Shen
2012 J jnl
GPLP: A Local and Parallel Computation Toolbox for Gaussian Process Regression.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2012 — conf
Logistic principal component analysis for rare variants in gene-environment interaction analysis.
GENSiPS
Meng Lu, Hye-Seung Lee, David Hadley, Jianhua Z. Huang, Xiaoning Qian
2012 — conf
Supervised logistic principal component analysis for pathway based genome-wide association studies.
BCB
Meng Lu, Jianhua Z. Huang, Xiaoning Qian
2011 J jnl
Domain Decomposition Approach for Fast Gaussian Process Regression of Large Spatial Data Sets.
J. Mach. Learn. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2010 J jnl
A Computable Plug-In Estimator of Minimum Volume Sets for Novelty Detection.
Oper. Res.
Chiwoo Park, Jianhua Z. Huang, Yu Ding
2010 J jnl
Use of multiple singular value decompositions to analyze complex intracellular calcium ion signals
CoRR
Josue G. Martinez, Jianhua Z. Huang, Robert C. Burghardt, Rola Barhoumi, Raymond J. Carroll
2008 J jnl
Interday Forecasting and Intraday Updating of Call Center Arrivals.
Manuf. Serv. Oper. Manag.
Haipeng Shen, Jianhua Z. Huang