胡耀华｜深圳大学｜学者主页

2026

Optimal group thresholding algorithms for group sparse optimization with convergence guarantee

Yaohua Hu, Jingchao Li, Yu-Fang Li, Chezhou Yang

Journal of Computational and Applied Mathematics

DOI

2026

Recovery Bounds for Cardinality Regularized Optimization Problem

C. Yu, Yaohua Hu, Ming-Hua Li, Xiao-Qi Yang

Journal of Optimization Theory and Applications

DOI

2025

On convergence of iterative thresholding algorithms to approximate sparse solution for composite nonconvex optimization

Yaohua Hu, Xinlin Hu, Xiaoqi Yang

Mathematical Programming，Vol. 2110, No. 12

DOI

2025

Structure-enhanced graph meta learning for few-shot gene regulatory network inference

Weiming Yu, Zhuo-Bin Chen, Yaohua Hu, Jing Qin, L. Ou-Yang

Genome Biology

DOI

2025

Iterative mix thresholding algorithm with continuation technique for mix sparse optimization and application

Yaohua Hu, Jian Lu, Xiao-Qi Yang, Kai Zhang

Journal of Global Optimization

DOI

2025

CORN 2.0 - Condition Orientated Regulatory Networks 2.0

R. Leung, Xinying Zhang, Zhuo-Bin Chen, Yuyun Liang, Simei Huang, Zixin Yang, Xueqing Zong, Xiaosen Jiang, R. Lin, Wenbin Deng, Yaohua Hu, Jing Qin

Computational and Structural Biotechnology Journal

DOI

2024

结构稀疏优化模型的理论与算法综述

Yaohua Hu, Yufan Li, Yan-Yan Liu, Jing Tan

Scientia Sinica Mathematica

DOI

2024

Tumour heterogeneity and personalized treatment screening based on single-cell transcriptomics

Xinying Zhang, Jiajie Xie, Zixin Yang, C. Yu, Yaohua Hu, Jing Qin

Computational and Structural Biotechnology Journal

DOI

2024

Constrained Mix Sparse Optimization via Hard Thresholding Pursuit

Xinlin Hu, Yaohua Hu, Xiao-Qi Yang, Kai Zhang

Journal of Scientific Computing

DOI

2024

Joint sparse optimization: lower-order regularization method and application in cell fate conversion

Yaohua Hu, Xinlin Hu, Carisa Kwok Wai Yu, Jing Qin

Inverse Problems

DOI

2023

Linearized Proximal Algorithms with Adaptive Stepsizes for Convex Composite Optimization with Applications

Yaohua Hu, Chong Li, Jinhua Wang, Xiaoqi Yang, Linglingzhi Zhu

Applied Mathematics & Optimization

DOI

2022

Quasi-convex feasibility problems: Subgradient methods and convergence rates

Yaohua Hu, Gongnong Li, Carisa Kwok Wai Yu, Tsz Leung Yip

European Journal Of Operational Research，Vol. 298, No. 1

DOI

2022

CORN—Condition Orientated Regulatory Networks: bridging conditions to gene networks

Ricky Wai Tak Leung, Xiaosen Jiang, Xueqing Zong, Yanhong Zhang, Xinlin Hu, Yaohua Hu, Jing Qin

Briefings in Bioinformatics

DOI

2022

Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression

Xin Li, Yaohua Hu, Chong Li, Xiaoqi Yang, Tianzi Jiang

Journal of Global Optimization

DOI

2022

DNA- and RNA-Binding Proteins Linked Transcriptional Control and Alternative Splicing Together in a Two-Layer Regulatory Network System of Chronic Myeloid Leukemia

Chuhui Wang, Xueqing Zong, Fanjie Wu, Ricky Wai Tak Leung, Yaohua Hu, Jing Qin

Frontiers in Molecular Biosciences

DOI

2021

A survey of clustering methods via optimization methodology

Xiaotian Li, Lin Cai, Jing-Chao Li, Carisa Kwok, Yu Wai, Yaohua Hu

Journal of Applied and Numerical Optimization

DOI

2021

Interior quasi-subgradient method with non-Euclidean distances for constrained quasi-convex optimization problems in hilbert spaces

Regina Sandra Burachik, Yaohua Hu, Xiaoqi Yang

Journal of Global Optimization

DOI

2021

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods

Hao Wang, Fan Zhang, Yuanming Shi, Yaohua Hu

Journal of Global Optimization

DOI

2021

Cell fate conversion prediction by group sparse optimization method utilizing single-cell and bulk OMICs data

Jing Qin, Yaohua Hu, Jen‐Chih Yao, Ricky Wai Tak Leung, Yongqiang Zhou, Yiming Qin, Junwen Wang

Briefings in Bioinformatics

DOI

2021

Random projections for quantile ridge regression

Yan Zhou, Liang Jiang, Yaohua Hu, Heng Lian

Stat

DOI

2021

Stochastic quasi-subgradient method for stochastic quasi-convex feasibility problems

Gang Li, Minghua Li, Yaohua Hu

Discrete and Continuous Dynamical Systems - S

DOI

2020

The effect of deterministic noise on a quasi-subgradient method for quasi-convex feasibility problems

Yaohua Hu, Yuping Liu, Minghu Li

Journal of Applied and Numerical Optimization

DOI

2020

Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems

Yaohua Hu, Chong Li, Kaiwen Meng, Xiaoqi Yang

Journal of Global Optimization

DOI

2020

Integration of single-cell multi-omics for gene regulatory network inference

Xinlin Hu, Yaohua Hu, Fanjie Wu, Ricky Wai Tak Leung, Jing Qin

Computational and Structural Biotechnology Journal

DOI

2020

Convergence rates of subgradient methods for quasi-convex optimization problems

Yaohua Hu, Jiawen Li, Carisa Kwok Wai Yu

Computational Optimization and Applications

DOI

2019

Extended Newton Methods for Multiobjective Optimization: Majorizing Function Technique and Convergence Analysis

Jinhua Wang, Yaohua Hu, Carisa Kwok Wai Yu, Chong Li, Xiaoqi Yang

SIAM Journal on Optimization

DOI

2019

Power penalty method for solving HJB equations arising from finance

Kai Zhang, Xiaoqi Yang, Yaohua Hu

Automatica

DOI

2019

A Family of Projection Gradient Methods for Solving the Multiple-Sets Split Feasibility Problem

Jinhua Wang, Yaohua Hu, Carisa Kwok Wai Yu, Xiaojun Zhuang

Journal of Optimization Theory and Applications

DOI

2019

Modified inexact Levenberg–Marquardt methods for solving nonlinear least squares problems

Jifeng Bao, Carisa Kwok Wai Yu, Jinhua Wang, Yaohua Hu, Jen‐Chih Yao

Computational Optimization and Applications

DOI

2019

Convergence of the Newton-type methods for the square inverse singular value problems with multiple and zero singular values

Weiping Shen, Yaohua Hu, Chong Li, Jen‐Chih Yao

Applied Numerical Mathematics

DOI

2018

稀疏优化模型及其正则化方法

刘思凡，王浩，胡耀华

《数学建模及其应用》

2018

Iterative positive thresholding algorithm for non-negative sparse optimization

Lufang Zhang, Yaohua Hu, Carisa Kwok Wai Yu, Jinhua Wang

Optimization

DOI

2018

Abstract convergence theorem for quasi-convex optimization problems with applications

Carisa Kwok Wai Yu, Yaohua Hu, Xiaoqi Yang, Siu Kai Choy

Optimization

DOI

2017

Group Sparse Optimization via lp, q Regularization

Yaohua Hu, Chong Li, Kai-Wen Meng, Jing Qin, Xiao-Qi Yang

Journal of machine learning research

2017

A new linear convergence result for the iterative soft thresholding algorithm

Lufang Zhang, Yaohua Hu, Chong Li, Jen‐Chih Yao

Optimization

DOI

2017

Convergence of a Ulm-like method for square inverse singular value problems with multiple and zero singular values

Weiping Shen, Yaohua Hu, Chong Li, Jen‐Chih Yao

Numerical Algorithms

DOI

2017

CrusTF: a comprehensive resource of transcriptomes for evolutionary and functional studies of crustacean transcription factors

Jing Qin, Yaohua Hu, Ka Yan Ma, Xiaosen Jiang, Ching Hei Ho, Ling Ming Tsang, Lefei Yi, Ricky Wai Tak Leung, Ka Hou Chu

BMC Genomics

DOI

2017

Linear convergence of CQ algorithms and applications in gene regulatory network inference

Jinhua Wang, Yaohua Hu, Chong Li, Jen‐Chih Yao

Inverse Problems

DOI

2016

STOCHASTIC SUBGRADIENT METHOD FOR QUASI-CONVEX OPTIMIZATION PROBLEMS

Yaohua Hu, YU Carisakwokwai, Chong Li

2016

On Convergence Rates of Linearized Proximal Algorithms for Convex Composite Optimization with Applications

Yaohua Hu, Chong Li, Xiaoqi Yang

SIAM Journal on Optimization

DOI

2016

Applications of integrative OMICs approaches to gene regulation studies

Jing Qin, Bin Yan, Yaohua Hu, Panwen Wang, Junwen Wang

Quantitative Biology

DOI

2016

Conditional subgradient methods for constrained quasi-convex optimization problems

Yaohua Hu, Carisa Kwok Wai Yu, Chong Li, Xiaoqi Yang

PolyU Institutional Research Archive (Hong Kong Polytechnic University)

2015

Inexact subgradient methods for quasi-convex optimization problems

Yaohua Hu, Xiaoqi Yang, Chee-Khian Sim

European Journal Of Operational Research，Vol. 240, No. 2

DOI

2015

A Subgradient Method Based on Gradient Sampling for Solving Convex Optimization Problems

Yaohua Hu, Chee-Khian Sim, Xiaoqi Yang

Numerical Functional Analysis and Optimization

DOI

精选作品

期刊论文

Optimal group thresholding algorithms for group sparse optimization with convergence guarantee

Recovery Bounds for Cardinality Regularized Optimization Problem

On convergence of iterative thresholding algorithms to approximate sparse solution for composite nonconvex optimization

Structure-enhanced graph meta learning for few-shot gene regulatory network inference

Iterative mix thresholding algorithm with continuation technique for mix sparse optimization and application

CORN 2.0 - Condition Orientated Regulatory Networks 2.0

结构稀疏优化模型的理论与算法综述

Tumour heterogeneity and personalized treatment screening based on single-cell transcriptomics

Constrained Mix Sparse Optimization via Hard Thresholding Pursuit

Joint sparse optimization: lower-order regularization method and application in cell fate conversion

Linearized Proximal Algorithms with Adaptive Stepsizes for Convex Composite Optimization with Applications

Quasi-convex feasibility problems: Subgradient methods and convergence rates

CORN—Condition Orientated Regulatory Networks: bridging conditions to gene networks

Sparse estimation via lower-order penalty optimization methods in high-dimensional linear regression

DNA- and RNA-Binding Proteins Linked Transcriptional Control and Alternative Splicing Together in a Two-Layer Regulatory Network System of Chronic Myeloid Leukemia

A survey of clustering methods via optimization methodology

Interior quasi-subgradient method with non-Euclidean distances for constrained quasi-convex optimization problems in hilbert spaces

Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods

Cell fate conversion prediction by group sparse optimization method utilizing single-cell and bulk OMICs data

Random projections for quantile ridge regression

Stochastic quasi-subgradient method for stochastic quasi-convex feasibility problems

The effect of deterministic noise on a quasi-subgradient method for quasi-convex feasibility problems

Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems

Integration of single-cell multi-omics for gene regulatory network inference

Convergence rates of subgradient methods for quasi-convex optimization problems

Extended Newton Methods for Multiobjective Optimization: Majorizing Function Technique and Convergence Analysis

Power penalty method for solving HJB equations arising from finance

A Family of Projection Gradient Methods for Solving the Multiple-Sets Split Feasibility Problem

Modified inexact Levenberg–Marquardt methods for solving nonlinear least squares problems

Convergence of the Newton-type methods for the square inverse singular value problems with multiple and zero singular values

稀疏优化模型及其正则化方法

Iterative positive thresholding algorithm for non-negative sparse optimization

Abstract convergence theorem for quasi-convex optimization problems with applications

Group Sparse Optimization via lp, q Regularization

A new linear convergence result for the iterative soft thresholding algorithm

Convergence of a Ulm-like method for square inverse singular value problems with multiple and zero singular values

CrusTF: a comprehensive resource of transcriptomes for evolutionary and functional studies of crustacean transcription factors

Linear convergence of CQ algorithms and applications in gene regulatory network inference

STOCHASTIC SUBGRADIENT METHOD FOR QUASI-CONVEX OPTIMIZATION PROBLEMS

On Convergence Rates of Linearized Proximal Algorithms for Convex Composite Optimization with Applications

Applications of integrative OMICs approaches to gene regulation studies

Conditional subgradient methods for constrained quasi-convex optimization problems

Inexact subgradient methods for quasi-convex optimization problems

A Subgradient Method Based on Gradient Sampling for Solving Convex Optimization Problems

会议论文

Construction of Gene Regulatory Networks with Secondary Structures via Multi-task Sparse Group Lasso

预印本

The Behavior of Error Bounds via Moreau Envelopes

研究方向