陈国明｜广东第二师范学院｜学者主页

2026

基于多模态图神经网络的表情识别对抗防御

钱焯贤，陈国明，汤佩豫，张东

《计算机仿真》

2026

Modeling and stabilizing perturbation propagation in multimodal learning via oscillatory state-space dynamics

Guoming Chen, Yuting Liao, Xiongyong Zhu, Ruqi Zhou, Yi Teng

Scientific Reports

DOI

2025

A DOOBN based approach for dynamic failure assessment of CO2 flooding injection string system

Xinhong Li, Kai Yu, Sihan Li, Peihua Liu, Guoming Chen

Reliability Engineering & System Safety，Vol. 262

DOI

2025

智能图像识别的关键算法及其应用综述

周燕琴，陈国明，张振铭

《电脑知识与技术》

2025

Multimodal Emotion Recognition via the Fusion of Mamba and Liquid Neural Networks with Cross-Modal Alignment

Guoming Chen, Yuting Liao, Dong Zhang, Weikang Yang, Ziying Mai, C. F. Xu

Electronics

DOI

2025

A gated leaky integrate-and-fire spiking neural network based on attention mechanism for multi-modal emotion recognition

Guoming Chen, Zhuoxian Qian, Shuang Qiu, Dong Zhang, Ruqi Zhou

Digital Signal Processing

DOI

2025

Enhancing Robustness Against Adversarial Attacks in Multimodal Emotion Recognition With Spiking Transformers

Guoming Chen, Zhuoxian Qian, Dong Zhang, Shuang Qiu, Ruqi Zhou

IEEE Access

DOI

2025

CL-LSNet: A Contrastive Learning-based Liquid-Spiking Neural Network for Fine-Grained Multimodal Physiological Signal Classification

Zemin Zhong, Guoming Chen, Jingrong Xie, Shijin Lin, Hui Liao, Yuan-Zhen Liu, Qinru Guo, Siyu Chen, F. Gu

2025 International Conference on Computational Intelligence and Robotics (CIR)

DOI

2025

Facial Expression Recognition with Sparse Sinkhorn Vision Transformer

Shijin Lin, Guoming Chen, Zemin Zhong, Qinru Guo, Xinyi Ye, Yuting Liao, Junwei Ding

2025 International Conference on Computational Intelligence and Robotics (CIR)

DOI

2024

Dynamic catastrophe analysis of deepwater mooring platform/riser/ wellhead coupled system under ISW

Na Qiu, Xiuquan Liu, Yanwei Li, Pengji Hu, Yuanjiang Chang, Guoming Chen, Huixing Meng

Reliability Engineering & System Safety，Vol. 246

DOI

2024

基于融合卷积Vision Transformer的轻量化图像分类方法

林海淋，陈国明，汤佩豫，杨惠娟，曾艳婷

《数智技术研究与应用》

2024

Structure tensor based multi-exposure images fusion in gradient domain

Feifei Zhang, Jianhui Xu, Ruqi Zhou, Yilin Wu, Xiongyong Zhu, Guoming Chen

IEEE Smart World Congress (SWC)

DOI

2024

Face Expression Recognition Method Based on Mamba and Different Facial Regions

Yanting Zeng, Guoming Chen, Xinni Lin, Qian Zhang

DOI

2024

Microexpression Classification Based on Vision Transformer and Fusion Super-Resolution Technology

Jia‐Chen Zhang, Guoming Chen, Qian Zhang, Jialiang Luo

DOI

2024

FT-Mamba: A Novel Deep Learning Model for Efficient Tabular Regression

Yongchang Chen, Yinning Liu, Guoming Chen, Qian Zhang, Yilin Wu, Jinxin Ruan

IEEE International Conference on Bioinformatics and Biomedicine

DOI

2024

Research on automatic segmentation and recognition of single characters in original rubbings based on intelligent recognition of oracle bone inscriptions

Guoming Chen, Guan Wen

Highlights in Science Engineering and Technology

DOI

2024

Facial Expression Recognition Utilizing Multi-scale Energy Regional Attributes and Spiking Attention Mechanisms

Guoming Chen, Zhuoxian Qian, Yanting Zeng, Yongchang Chen, Bo Zeng, Yi Teng, Yiqun Chen, Zhihong Zhang

2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2023

Towards deep probabilistic graph neural network for natural gas leak detection and localization without labeled anomaly data

Xinqi Zhang, Jihao Shi, Xinyan Huang, Fu Xiao, Ming Yang, Jiawei Huang, Xiaokang Yin, Asif Sohail Usmani, Guoming Chen

Expert Systems With Applications，Vol. 231

DOI

2023

Semi-supervised health assessment of pipeline systems based on optical fiber monitoring

Shengyu Jiang, Rui He, Guoming Chen, Yuan Zhu, Jiaming Shi, Kang Liu, Yuanjiang Chang

Reliability Engineering & System Safety，Vol. 230

DOI

2023

Robustness and Explainability of Image Classification Based on QCNN

Guoming Chen, Shun Long, Zeduo Yuan, Wanyi Li, Junfeng Peng

Quantum Engineering

DOI

2022

A real-time probabilistic risk assessment method for the petrochemical industry based on data monitoring

Rui He, Jingyu Zhu, Guoming Chen, Zhigang Tian

Reliability Engineering & System Safety，Vol. 226

DOI

2022

A KPCA-BRANN based data-driven approach to model corrosion degradation of subsea oil pipelines

Xinhong Li, Ruichao Jia, Renren Zhang, Shangyu Yang, Guoming Chen

Reliability Engineering & System Safety，Vol. 219

DOI

2022

一种基于格雷码置乱与分块混沌置乱的医学影像隐私保护分类方案

陈国明，袁泽铎，龙舜，麦舒桃

《数据采集与处理》

2022

基于特征子图位平面切割和卷积神经网络的青光眼图像分类

李振鹏，陈国明，孙艳宁，魏小花，李云蓉

《数智技术研究与应用》

2022

Facial Expressions Classification based on Broad Learning Network

Guoming Chen, Dong Zhang, Zhuoying Xian, Jialiang Luo, Weitang Liang, Yunlin Chen

International Conference on Information Systems and Computing Technology (ISCTech)

DOI

2022

An Explainable Adversarial Attacks on Privacy-Preserving Image Classification

Guoming Chen, Zeduo Yuan, Qiang Chen, Yi Teng, Ruilin Zhang, Jiachen Zhang

International Conference on Digital Home (ICDH)

DOI

2022

Quantum convolutional neural network for image classification

Guoming Chen, Qiang Chen, Shun Long, Weiheng Zhu, Zeduo Yuan, Yilin Wu

Pattern Analysis and Applications

DOI

2022

Ising granularity image analysis on VAE–GAN

Guoming Chen, Shun Long, Zeduo Yuan, Weiheng Zhu, Qiang Chen, Yilin Wu

Machine Vision and Applications

DOI

2022

Dynamic manifold Boltzmann optimization based on self‐supervised learning for human motion estimation

Wanyi Li, Yuqi Zeng, Yilin Wu, Qian Zhang, Guoming Chen, Yongchang Chen

IET Image Processing

DOI

2022

Overview of ship image recognition methods based on computer vision

Guoming Chen, Qinghua Liu

Journal of Physics, Conference Series

DOI

2021

A novel methodology to analyze accident path in deepwater drilling operation considering uncertain information

Xiangkun Meng, Xinhong Li, Weigang Wang, Guozheng Song, Guoming Chen, Jingyu Zhu

Reliability Engineering & System Safety，Vol. 205

DOI

2021

Human Motion Capture Based on Incremental Dimension Reduction and Projection Position Optimization

Wanyi Li, Yuqi Zeng, Qian Zhang, Yilin Wu, Guoming Chen

Wireless Communications and Mobile Computing

DOI

2020

Generative adversarial network-based semi-supervised learning for real-time risk warning of process industries

Rui He, Xinhong Li, Guoming Chen, Guoxing Chen, Yiwei Liu

Expert Systems With Applications，Vol. 150

DOI

2020

Breast Cancer Image Classification Based on CNN Classifier

Zeduo Yuan, Guoming Chen, Qiang Chen, Wanyi Li, Shun Long

DOI

2020

Quantum Convolutional Neural Network On Scale Chaology

Guoming Chen, Ruqi Zhou, Xiongyong Zhu, Qiang Chen, Yiqun Chen, Zeduo Yuan

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

Schroedinger Eigenmaps for Dimensionality Reduction and Image Classification

Guoming Chen

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2020

Quantum Convolutional Neural Network For Image Classification

Guoming Chen, Qiang Chen, Shun Long, Weiheng Zhu

International Conference on Digital Home (ICDH)

DOI

2020

Tensor Network for Image Classification

Guoming Chen, Qiang Chen, Xiongyong Zhu, Yiqun Chen, Zeduo Yuan

International Conference on Digital Home (ICDH)

DOI

2020

A Perception-Based Brightness Segmentation Method of High Dynamic Range Infrared Images

Feifei Zhang, Qiang Chen, Yilin Wu, Guoming Chen, Xiongyong Zhu, Jianhui Xu

International Conference on Digital Home (ICDH)

DOI

2020

A New Image Hashing based on Discrete Trinion Fourier Transform

Yongchang Chen, Qiang Chen, Guoming Chen, Wanyi Li, Feifei Zhang, Jinxin Ruan

International Conference on Digital Home (ICDH)

DOI

2020

Historical Document Image Denoising by Ising Model

Guoming Chen, Qiang Chen, Yiqun Chen, Xiongyong Zhu

IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)

DOI

2019

Dynamic Bayesian networks based approach for risk analysis of subsea wellhead fatigue failure during service life

Chang Yuanjiang, Wu Xiangfei, Zhang Changshuai, Chen Guoming, Liu Xiuquan, Li Jiayi, Cai Baoping, Xu Liangbin

Reliability Engineering & System Safety，Vol. 188

DOI

2019

An oil recovery technique for emergency response in deepwater blowout accidents

Huixing Meng, Guoming Chen, Xiuquan Liu, Yuan Zhu

Safety Science，Vol. 1130

DOI

2019

A Novel SVD-Based Zero-Watermarking Scheme for Copyright Protection

Yongchang Chen, Weiyu Yu, Guoming Chen, Qiang Chen, Qian Zhang, Haibo Shen

International Conference on Intelligent Computing, Automation and Systems (ICICAS)

DOI

2019

Breast Cancer Image Classification based on CNN and Bit-Plane slicing

Guoming Chen, Yongchang Chen, Zeduo Yuan, Xuming Lu, Xiongyong Zhu, Wanyi Li

DOI

2019

Breast Cancer Image Analysis on Distribution Features of Texture in Reduced Dimension Space

Guoming Chen, Yalan Zhou, Zhisheng Bi, Shutao Mai, Zeduo Yuan, Feifei Zhang

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2018

Encrypted Image Feature Extraction by Privacy-Preserving MFS

Guoming Chen, Qiang Chen, Xiongyong Zhu, Yiqun Chen

International Conference on Digital Home (ICDH)

DOI

2018

Improved Block Stagewise Regularized Orthogonal Matching Pursuit Image Reconstruction Method

Xiong-Yong Zhu, Shun-Dao Xie, Guoming Chen, L. Xue, Wen-fang Wu, Hong-Zhou Tan

Computer Science and Information Technology

DOI

2017

A study of historical documents denoising

Guoming Chen, Qiang Chen, Xiongyong Zhu, Yiqun Chen

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2016

Hand gesture recognition via bag of visual words

Guoming Chen, Qiang Chen, Yiqun Chen, Xiongyong Zhu

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

DOI

2016

The mean shift method of chaotic sequences in the study of compressive sensing

Guoming Chen, Qiang Chen, Shun Long, Weiheng Zhu

International Journal of Machine Learning and Cybernetics

DOI

2015

Discriminative multimodal for steganalysis

Guoming Chen, Qiang Chen, Dong Zhang

International Congress on Image and Signal Processing (CISP)

DOI

2015

Mixed Norm Regularized Discrimination for Image Steganalysis

Guoming Chen, Qiang Chen, Dong Zhang

Sensing and Imaging

DOI

2015

Metric learning for image steganalysis

Guoming Chen, Qiang Chen, Dong Zhang

International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

DOI

2015

Integrating Chaos to Deep Learning

Guoming Chen, Yiqun Chen, Dong Zhang, Qiang Chen

DOI

2014

一种使用压缩感知的数字水印技术

陈国明，陈强，陈忆群

《小型微型计算机系统》

2014

Dictionary Learning in Reduced Dimension Space for Image Steganalysis

Guoming Chen, Qiang Chen, Dong Zhang

International Conference on Digital Home (ICDH)

DOI

2014

Mean Shift: A Method for Measurement Matrix of Compressive Sensing

Guoming Chen, Qiang Chen, Dong Zhang

2014 5th International Conference on Digital Home

DOI

2014

Measurement Matrix of Compressive Sensing Based on Bacterial Foraging Optimization

Guoming Chen

DOI

2014

Facial Expression Recognition Based on Gabor Wavelet Transform and Relevance Vector Machine

Jinxin Ruan, Junxun Yin, Qiang Chen, Guoming Chen

DOI

2013

Steganalysis based on distribution characters of stego-images in reduced dimension space

Guoming Chen, Qiang Chen, Dong Zhang, Duanning Zhou

Multimedia Tools and Applications

DOI

2013

A WATERMARKING SCHEME BASED ON COMPRESSIVE SENSING AND BREGMAN ITERATION1

Guoming Chen, Qiang Chen, Dong Zhang, Yiqun Chen

International Journal of Computers and Applications

DOI

2013

On Optimal Feature Selection Using Intelligent Optimization Methods for Image Steganalysis

Guoming Chen, Qiang Chen, Dong Zhang

DOI

2012

空间域与频域结合的FCM红外热像分割方法

谢静，徐长航，陈国明，王玉

《计算机工程》

2012

Particle Swarm Optimization Feature Selection for Image Steganalysis

Guoming Chen, Qiang Chen, Dong Zhang, Weiheng Zhu

International Conference on Digital Home (ICDH)

DOI

2012

Image Steganalysis by the Distribution Characters of Stego-images in Reduced Dimension Space

Guoming Chen, Dong Zhang, Qiang Chen, Duanning Zhou

International Conference on Digital Home (ICDH)

DOI

2012

The characteristic of different chaotic sequences for Compressive Sensing

Guoming Chen, Dong Zhang, Qiang Chen, Duanning Zhou

International Congress on Image and Signal Processing (CISP)

DOI

2012

On optimal feature selection using harmony search for image steganalysis

Guoming Chen, Dong Zhang, Weiheng Zhu, Qian Tao, Chaoxia Zhang, Jinxin Ruan

International Conference on Natural Computation (ICNC)

DOI

2011

Intrinsic dimension estimation based on maximum likelihood estimator and reverse k nearest neighbors

Guoming Chen, Weiheng Zhu, Yiqun Chen, Jian Ping Yin, Nian Zhang

International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)

DOI

2010

经验模态分解和魏格纳-维利分布在往复泵泵阀振动信号特征提取中的应用

徐长航，刘吉飞，陈国明，谢静

《中国石油大学学报(自然科学版)》

2010

Digital Information Encryption Algorithm Based on Fingerprint

Guoming Chen

2009

一种新的隐写分析方法:IKLDA

陈国明，印鉴，周端宁，张东

《电子学报》

2009

红外图像处理技术在金属表面缺陷检测中的应用

徐长航，陈国明，谢静

《制造业自动化》

2009

A New Method for Steganalysis Techniques:IKLDA

Guoming Chen

2008

基于红外图像处理的钢制构件疲劳损伤识别

徐长航，陈国明，谢静，林红

《石油矿场机械》

2005

基于FTA油气长输管道失效的模糊综合评价方法研究

郑贤斌，陈国明

《系统工程理论与实践》，Vol. 25, No. 2

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精选作品

期刊论文

基于多模态图神经网络的表情识别对抗防御

Modeling and stabilizing perturbation propagation in multimodal learning via oscillatory state-space dynamics

A DOOBN based approach for dynamic failure assessment of CO2 flooding injection string system

智能图像识别的关键算法及其应用综述

Multimodal Emotion Recognition via the Fusion of Mamba and Liquid Neural Networks with Cross-Modal Alignment

A gated leaky integrate-and-fire spiking neural network based on attention mechanism for multi-modal emotion recognition

Enhancing Robustness Against Adversarial Attacks in Multimodal Emotion Recognition With Spiking Transformers

CL-LSNet: A Contrastive Learning-based Liquid-Spiking Neural Network for Fine-Grained Multimodal Physiological Signal Classification

Facial Expression Recognition with Sparse Sinkhorn Vision Transformer

Dynamic catastrophe analysis of deepwater mooring platform/riser/ wellhead coupled system under ISW

基于融合卷积Vision Transformer的轻量化图像分类方法

Structure tensor based multi-exposure images fusion in gradient domain

Face Expression Recognition Method Based on Mamba and Different Facial Regions

Microexpression Classification Based on Vision Transformer and Fusion Super-Resolution Technology

FT-Mamba: A Novel Deep Learning Model for Efficient Tabular Regression

Research on automatic segmentation and recognition of single characters in original rubbings based on intelligent recognition of oracle bone inscriptions

Facial Expression Recognition Utilizing Multi-scale Energy Regional Attributes and Spiking Attention Mechanisms

Towards deep probabilistic graph neural network for natural gas leak detection and localization without labeled anomaly data

Semi-supervised health assessment of pipeline systems based on optical fiber monitoring

Robustness and Explainability of Image Classification Based on QCNN

A real-time probabilistic risk assessment method for the petrochemical industry based on data monitoring

A KPCA-BRANN based data-driven approach to model corrosion degradation of subsea oil pipelines

一种基于格雷码置乱与分块混沌置乱的医学影像隐私保护分类方案

基于特征子图位平面切割和卷积神经网络的青光眼图像分类

Facial Expressions Classification based on Broad Learning Network

An Explainable Adversarial Attacks on Privacy-Preserving Image Classification

Quantum convolutional neural network for image classification

Ising granularity image analysis on VAE–GAN

Dynamic manifold Boltzmann optimization based on self‐supervised learning for human motion estimation

Overview of ship image recognition methods based on computer vision

A novel methodology to analyze accident path in deepwater drilling operation considering uncertain information

Human Motion Capture Based on Incremental Dimension Reduction and Projection Position Optimization

Generative adversarial network-based semi-supervised learning for real-time risk warning of process industries

Breast Cancer Image Classification Based on CNN Classifier

Quantum Convolutional Neural Network On Scale Chaology

Schroedinger Eigenmaps for Dimensionality Reduction and Image Classification

Quantum Convolutional Neural Network For Image Classification

Tensor Network for Image Classification

A Perception-Based Brightness Segmentation Method of High Dynamic Range Infrared Images

A New Image Hashing based on Discrete Trinion Fourier Transform

Historical Document Image Denoising by Ising Model

Dynamic Bayesian networks based approach for risk analysis of subsea wellhead fatigue failure during service life

An oil recovery technique for emergency response in deepwater blowout accidents

A Novel SVD-Based Zero-Watermarking Scheme for Copyright Protection

Breast Cancer Image Classification based on CNN and Bit-Plane slicing

Breast Cancer Image Analysis on Distribution Features of Texture in Reduced Dimension Space

Encrypted Image Feature Extraction by Privacy-Preserving MFS

Improved Block Stagewise Regularized Orthogonal Matching Pursuit Image Reconstruction Method

A study of historical documents denoising

Hand gesture recognition via bag of visual words

The mean shift method of chaotic sequences in the study of compressive sensing

Discriminative multimodal for steganalysis

Mixed Norm Regularized Discrimination for Image Steganalysis

Metric learning for image steganalysis

Integrating Chaos to Deep Learning

一种使用压缩感知的数字水印技术

Dictionary Learning in Reduced Dimension Space for Image Steganalysis

Mean Shift: A Method for Measurement Matrix of Compressive Sensing

Measurement Matrix of Compressive Sensing Based on Bacterial Foraging Optimization

Facial Expression Recognition Based on Gabor Wavelet Transform and Relevance Vector Machine

Steganalysis based on distribution characters of stego-images in reduced dimension space

A WATERMARKING SCHEME BASED ON COMPRESSIVE SENSING AND BREGMAN ITERATION1

On Optimal Feature Selection Using Intelligent Optimization Methods for Image Steganalysis

空间域与频域结合的FCM红外热像分割方法

Particle Swarm Optimization Feature Selection for Image Steganalysis

Image Steganalysis by the Distribution Characters of Stego-images in Reduced Dimension Space

The characteristic of different chaotic sequences for Compressive Sensing

On optimal feature selection using harmony search for image steganalysis

Intrinsic dimension estimation based on maximum likelihood estimator and reverse k nearest neighbors

经验模态分解和魏格纳-维利分布在往复泵泵阀振动信号特征提取中的应用

Digital Information Encryption Algorithm Based on Fingerprint

一种新的隐写分析方法:IKLDA

红外图像处理技术在金属表面缺陷检测中的应用

A New Method for Steganalysis Techniques:IKLDA

基于红外图像处理的钢制构件疲劳损伤识别

基于FTA油气长输管道失效的模糊综合评价方法研究

研究方向