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Yabing Huang - IEEE Xplore Author Profile
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Yabing Huang

Publications
9
Citations
38
Publications by Year
20212025
Co-Authors:
Show All Co-Authors (14)
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Yabing Huang

Affiliation

Department of Pathology
Renmin Hospital of Wuhan University
Wuhan, China

Publication Topics

Biography

Yabing Huang received the B.S. degree in automation from Shandong University, Jinan, China, in 2012. He is currently pursuing the Ph.D. degree in control theory and control engineering with the College of Information Science and Engineering, Northeastern University, Shenyang, China.,His research interests include switched systems, game-theoretic control, and cyber–physical systems.(Based on document published on 25 October 2022).
Publications
9
Citations
38
Publications by Year
20212025
Co-Authors:
Show All Co-Authors (14)
Author's Published Works

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Surrogate-Assisted Multiobjective Gene Selection for Cell Classification from Large-Scale Single-Cell RNA Sequencing Data

Jianqing Lin;Cheng He;Hanjing Jiang;Yabing Huang;Yaochu Jin

IEEE Transactions on Evolutionary Computation
Year: 2025 | Early Access Article |
Accurate cell classification is crucial but expensive for large-scale single-cell RNA sequencing (scRNA-seq) analysis. Gene selection (GS) emerges as a pivotal technique in identifying gene subsets of scRNA-seq for classification accuracy improvement and gene scale reduction. Nevertheless, the rising scale of scRNA-seq data presents challenges to existing GS methods regarding performance and compu...Show More

Surrogate-Assisted Multiobjective Gene Selection for Cell Classification from Large-Scale Single-Cell RNA Sequencing Data

Jianqing Lin;Cheng He;Hanjing Jiang;Yabing Huang;Yaochu Jin

Year: 2025 | Early Access Article |

A Single-Cell Clustering Algorithm Based on Structure Perturbation Non-Negative Matrix Factorization

Hanjing Jiang;Meineng Wang;Luping Zhang;Yu-An Huang;Yangyuan Li;Yabing Huang

2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Year: 2024 | Conference Paper |
The advent of single-cell RNA sequencing (scRNA-seq) has facilitated the acquisition of high-resolution data regarding cell heterogeneity across various tissues. A fundamental and critical step in the analysis of scRNA-seq data is cell type identification. An appropriate graph construction strategy can reflect the topological structure between cells and allows for detailed exploration of the relat...Show More

A Single-Cell Clustering Algorithm Based on Structure Perturbation Non-Negative Matrix Factorization

Hanjing Jiang;Meineng Wang;Luping Zhang;Yu-An Huang;Yangyuan Li;Yabing Huang

Year: 2024 | Conference Paper |

Graph-Regularized Non-Negative Matrix Factorization for Single-Cell Clustering in scRNA-Seq Data

Hanjing Jiang;Mei-Neng Wang;Yu-An Huang;Yabing Huang

IEEE Journal of Biomedical and Health Informatics
Year: 2024 | Volume: 28, Issue: 8 | Journal Article |
The advent of single-cell RNA sequencing (scRNA-seq) has brought forth fresh perspectives on intricate biological processes, revealing the nuances and divergences present among distinct cells. Accurate single-cell analysis is a crucial prerequisite for in-depth investigation into the underlying mechanisms of heterogeneity. Due to various technical noises, like the impact of dropout values, scRNA-s...Show More

Graph-Regularized Non-Negative Matrix Factorization for Single-Cell Clustering in scRNA-Seq Data

Hanjing Jiang;Mei-Neng Wang;Yu-An Huang;Yabing Huang

Year: 2024 | Volume: 28, Issue: 8 | Journal Article |

Active Interdiction Defence Scheme Against False Data-Injection Attacks: A Stackelberg Game Perspective

Yabing Huang;Jun Zhao

IEEE Transactions on Cybernetics
Year: 2024 | Volume: 54, Issue: 1 | Journal Article |
Cited by: Papers (6)
The security issue is of the fundamental importance for cyber–physical systems (CPSs) due to the vulnerability to cyber attacks. In this article, an active interdiction defence scheme is proposed as an extra safeguard against the strategic false data-injection (FDI) attacker. To tackle the coupling between the decision-making processes of the FDI attacker and the active interdiction defence scheme...Show More

Active Interdiction Defence Scheme Against False Data-Injection Attacks: A Stackelberg Game Perspective

Yabing Huang;Jun Zhao

Year: 2024 | Volume: 54, Issue: 1 | Journal Article |

Invariance Principles for Nonlinear Discrete-Time Switched Systems and Its Application to Output Synchronization of Dynamical Networks

Jun Fu;Chensong Li;Yabing Huang;Yuzhe Li;Tianyou Chai

IEEE Transactions on Cybernetics
Year: 2024 | Volume: 54, Issue: 2 | Journal Article |
Cited by: Papers (5)
In this article, we develop two invariance principles for nonlinear discrete-time switched systems based on multiple Lyapunov functions and multiple weak Lyapunov functions, respectively, which allow the first differences of multiple weak Lyapunov functions to be positive on certain sets. It is shown that the solution of the system is attracted to the largest weakly invariant set in a certain spec...Show More

Invariance Principles for Nonlinear Discrete-Time Switched Systems and Its Application to Output Synchronization of Dynamical Networks

Jun Fu;Chensong Li;Yabing Huang;Yuzhe Li;Tianyou Chai

Year: 2024 | Volume: 54, Issue: 2 | Journal Article |

Selection of Cancer Biomarkers from Microarray Gene Expression Data Utilizing the Bi-Objective Optimization Method

Hanjing Jiang;Jianqing Lin;Huachao Zhu;Yabing Huang

2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Year: 2023 | Conference Paper |
Cancer-associated biomarker genes play an indispensable role in the intricate tapestry of cancer development and manifestation. The expression of biomarkers in different types of tumor cells has beneficial implications for shedding light on the development of various cancers, guiding clinical diagnosis, and treatment. Microarray technology enables the expression levels of thousands of genes in sam...Show More

Selection of Cancer Biomarkers from Microarray Gene Expression Data Utilizing the Bi-Objective Optimization Method

Hanjing Jiang;Jianqing Lin;Huachao Zhu;Yabing Huang

Year: 2023 | Conference Paper |

Game-Theoretic Switching Detection of Malicious Attacks in Switched Systems

Yabing Huang;Jun Zhao

IEEE Transactions on Network Science and Engineering
Year: 2023 | Volume: 10, Issue: 2 | Journal Article |
Cited by: Papers (1)
This paper is concerned with the detection of malicious attacks during the operation of switched systems. A novel game-theoretic switching detection scheme is proposed where the switching between subsystems is constructed aiming to reveal the existence of malicious attacks. The Kullback-Leibler (K-L) divergence between the legitimate and potentially falsified innovations is utilized as the stealth...Show More

Game-Theoretic Switching Detection of Malicious Attacks in Switched Systems

Yabing Huang;Jun Zhao

Year: 2023 | Volume: 10, Issue: 2 | Journal Article |

Socially Optimal Nash Equilibrium of Switched Linear Quadratic Differential Games

Yabing Huang;Jun Zhao

2021 40th Chinese Control Conference (CCC)
Year: 2021 | Conference Paper |
In this paper, the socially optimal Nash equilibrium of the N-player switched differential game is investigated. Specifically, the definition of the switched Nash equilibrium is presented, and the sufficient condition to construct the switched Nash equilibrium is proposed thereafter. In order to improve the efficiency of the switched Nash equilibrium, the switching strategy is designed to minimize...Show More

Socially Optimal Nash Equilibrium of Switched Linear Quadratic Differential Games

Yabing Huang;Jun Zhao

Year: 2021 | Conference Paper |

Cyber-Physical Systems With Multiple Denial-of-Service Attackers: A Game-Theoretic Framework

Yabing Huang;Jun Zhao

IEEE Transactions on Circuits and Systems I: Regular Papers
Year: 2021 | Volume: 68, Issue: 10 | Journal Article |
Cited by: Papers (26)
Cyber-physical systems (CPSs) under denial-of-service (DoS) attacks are investigated in the present work. Besides multiple controllers in the physical-layer, there exist multiple DoS attackers in the cyber-layer congesting communication channels simultaneously, which deteriorates the control performance of the physical process. To tackle this coupling decision making process, a game-theoretic fram...Show More

Cyber-Physical Systems With Multiple Denial-of-Service Attackers: A Game-Theoretic Framework

Yabing Huang;Jun Zhao

Year: 2021 | Volume: 68, Issue: 10 | Journal Article |

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