彭凌西｜广州大学｜学者主页

2026

Prompting across perception and recognition: A unified CLIP-based visual-text prompt framework for zero-shot anomaly detection

Jiahao Lai, Zehao Wu, Lingxi Peng, Haohuai Liu

Expert Systems With Applications

DOI

2026

ComFormer : A Hierarchical Multi‐Scale Hybrid Transformer for Precise Medical Image Segmentation

Qingxuan Huang, Yingjun Xiao, Xi Chen, Luyu Xie, Lingxi Peng, Xuebing Luo, Zilong Chen

Computational Intelligence

DOI

2026

Fast Template Matching Algorithm Based on Local Variance and Posteriori Probability Classification

Lingxi Peng, Xun Gao, Yutong Lin, 彭少虎, Zhiwen Yu

Lecture notes in networks and systems

DOI

2026

Zero-shot industrial defect detection in flexible manufacturing via general-expert prompt fusion and spatial interaction

Yue Ai, Cheng Jiang, Jiahao Lai, Lingxi Peng, Quanlong Guan, Zhiwen Yu

Engineering Applications of Artificial Intelligence

DOI

2026

Geometry-constrained open set recognition with frozen foundation model features for industrial inspection

Yingjun Xiao, Xi Chen, Luyu Xie, Siyuan Chen, Xiangjun Xiao, Lingxi Peng

Expert Systems with Applications

DOI

2026

PixMSE: detecting GAN-generated images through local roughness

Ronghao Dai, Lingxi Peng, Haohuai Liu

The Computer Journal

DOI

2026

STSA-Net: Small Target Sensitive and Adaptive Sparse Network for Infrared Reconstruction

Xiangjun Xiao, Yingjun Xiao, Letao Xu, Lingxi Peng

IEEE Signal Processing Letters

DOI

2025

基于注意力融合多尺度特征的解压缩点云质量增强方法

钟芯，唐春明，彭凌西

《电子学报》

2025

A lightweight network for weak texture surface defect detection

Lingxi Peng, Binxiong Lv, Xun Gao, Haohuai Liu, Guangyan Huang, Zhiwen Yu

Engineering Applications of Artificial Intelligence

DOI

2025

V2TCASA: Vision to text class-agnostic state-agnostic for industrial zero-shot anomaly detection

Cheng Jiang, Lingxi Peng, Haohuai Liu

Signal Image and Video Processing

DOI

2024

图像分割原理与技术实现

彭凌西

《科学出版社》

2024

基于机器视觉的红外目标抗干扰识别算法

李爱华，彭凌西

《计算机仿真》

2024

PA-Net: A hybrid architecture for retinal vessel segmentation

Xuebing Luo, Lingxi Peng, Ziyan Ke, Jinhui Lin, Zhiwen Yu

Pattern Recognition

DOI

2023

A Grasping System with Structured Light 3D Machine Vision Guided Strategy Optimization

Jinhui Lin, Haohuai Liu, Lingxi Peng, Xuebing Luo, Ziyan Ke, Zhiwen Yu, Ke Ding

Lecture notes in computer science

DOI

2022

基于MF-UNet网络的视网膜血管分割

肖鸿鑫，彭凌西，彭绍湖，李动员，张一梵

《激光杂志》

2020

Malicious behaviour identification for Android based on an RBF neural network

Tian-Wei Chen, Yong-Jun Qiang, Chun-Ming Tang, Zairong Wang, Ping Luo, Lingxi Peng

Int. J. Secur. Networks

DOI

2020

Research on covert communication channel based on modulation of common compressed speech codec

Fufang Li, Binbin Li, Yongfeng Huang, Yuanyong Feng, Lingxi Peng, Naqin Zhou

Neural Computing and Applications

DOI

2020

Research on information security in text emotional steganography based on machine learning

Fufang Li, Han Tang, Yukang Zou, Yongfeng Huang, Yuanyong Feng, Lingxi Peng

Enterprise Information Systems

DOI

2020

Artificial immune intelligence-inspired dynamic real-time computer forensics model

Zairong Wang, Xuan Tang, Haohuai Liu, Lingxi Peng

Mathematical Biosciences & Engineering

DOI

2018

基于ZooKeeper的一种分布式系统架构设计与实现

陈天伟，彭凌西

《通信技术》

2018

基于HTML5的移动终端布局解析器的设计与实现

陈天伟，彭凌西

《实验科学与技术》

2018

A factor graph model for unsupervised feature selection

Hongjun Wang, Yinghui Zhang, Ji Zhang, Tianrui Li, Lingxi Peng

Information Sciences

DOI

2018

A Steganographic Method Based on High Bit Rates Speech Codec of G.723.1

Fufang Li, Binbin Li, Lingxi Peng, Wenbin Chen, Ligang Zheng, Xu Kefu

Lecture notes in computer science

DOI

2017

基于速度感知的MANET概率路由

陈耀华，彭凌西，古鹏

《系统仿真学报》

DOI

2017

基于DOM的可视化布局解析器的设计与实现

陈天伟，彭凌西，罗茂元，张翔

《计算机时代》

2017

基于三边测量原理的一种LBS定位方法

陈天伟，彭凌西

《通信技术》

2017

Resource Authentication Management Model Based on CA and DHT in Internet of Things

Fufang Li, Lina Yuan, Lingxi Peng, Wenbin Cheng, Yuanyong Feng

International Conference on Computer Engineering and Networks (CENet)

DOI

2017

Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN

Waixi Liu, Jie Zhang, Zhongwei Liang, Lingxi Peng, Jun Cai

IEEE Access

DOI

2016

理论实践一体化教学模式在单片机课程教学中的探讨

肖忠，彭凌西

《科学技术创新》

2016

An immune-inspired semi-supervised algorithm for breast cancer diagnosis

Lingxi Peng, Wenbin Chen, Wubai Zhou, Fufang Li, Jin Yang, Jiandong Zhang

Computer Methods and Programs in Biomedicine

DOI

2014

关于VANETs路由协议的研究现状与进展

陈耀华，彭凌西

《传感器与微系统》

2014

基于多尺度粗糙集模型的决策树在高校就业数据分析中的应用

麦晓冬，贾萍，翁建荣，彭凌西

《华南师范大学学报(自然科学版)》

2014

非独立车载网链路的多跳连接概率分析及仿真

陈耀华，彭凌西，古鹏

《计算机仿真》

2014

Privacy-Preserving Data Mining Algorithm Based on Modified Particle Swarm Optimization

Lei Yang, Jue Wu, Lingxi Peng, Feng Liu

Lecture notes in computer science

DOI

2013

An Automated Diagnosis System of Liver Disease using Artificial Immune and Genetic Algorithms

Chunlin Liang, Lingxi Peng

Journal Of Medical Systems，Vol. 37, No. 2

DOI

2013

云计算在病毒入侵检测技术中的研究和应用

杨进，彭凌西，曾金全，刘才铭

《电脑知识与技术》

2013

一种基于免疫的入侵检测关联报警模型

彭凌西，杨进，胡晓，曾金全，刘才铭

《电子技术应用》

2013

LBS移动社交资源共享平台的设计与实现

陈月峰，李炳泉，彭凌西，谢冬青，钟秀玉

《电子技术应用》

2013

Artificial Immunity-based Security Response Model for the Internet of Things

Caiming Liu, Yan Zhang, Zongyin Cai, Jin Yang, Lingxi Peng

Journal of Computers

DOI

2012

基于危险理论的自动入侵响应系统模型

彭凌西，谢冬青，付颖芳，熊伟，沈玉利

《通信学报》

2012

基于免疫的网络动态实时异常检测模型

彭凌西，曾金全

《广州大学学报(自然科学版)》

2012

Pareto-based multi-objective estimation of distribution algorithm with Gaussian copulas and application in RFID network planning

Ying Gao, Lingxi Peng, Fufang Li, Miao Liu, Xiao Hu

IEEE International Conference on Advanced Computational Intelligence

DOI

2012

Research on Dynamical Security Risk Assessment for the Internet of Things inspired by immunology

Caiming Liu, Yan Zhang, Jinquan Zeng, Lingxi Peng, Run Chen

International Conference on Natural Computation (ICNC)

DOI

2012

An Immune-inspired Adaptive Automated Intrusion Response System Model

Lingxi Peng, Dongqing Xie, Ying Gao, Wenbin Chen, Fu-fang Li, Wu Wen, Jue Wu

International Journal of Computational Intelligence Systems

DOI

2012

Velocity-Free Multi-Objective Particle Swarm Optimizer with Centroid for Wireless Sensor Network Optimization

Ying Gao, Lingxi Peng, Fufang Li, MiaoLiu, Xiao Hu

Lecture notes in computer science

DOI

2012

Real-Valued Negative Selection Algorithm with Variable-Sized Self Radius

Jinquan Zeng, Weiwen Tang, Caiming Liu, Jianbin Hu, Lingxi Peng

Lecture notes in computer science

DOI

2012

An Architecture for Cloud Computing and Human Immunity Based Network Intrusion Detection

Caiming Liu, Chunming Xie, Yan Zhang, Qin Li, Lingxi Peng

Lecture notes in computer science

DOI

2012

Network Security Evaluation Model Based on Cloud Computing

Jin Yang, Cilin Wang, Le Yu, Caiming Liu, Lingxi Peng

Communications in computer and information science

DOI

2012

Efficient Detect Scheme of Botnet Command and Control Communication

Jinquan Zeng, Weiwen Tang, Caiming Liu, Jianbin Hu, Lingxi Peng

Communications in computer and information science

DOI

2012

Watch-Nodes-Based Wormhole Attacks Detection in Wireless Mesh Networks

Liangyu Luan, Yingfang Fu, Xiao Peng, Lingxi Peng

International Journal of Computational Intelligence Systems

DOI

2011

基于危险理论的入侵检测系统模型(英文)

彭凌西，李福芳，沈玉利，杨进，刘才铭，谢冬青

《广州大学学报(自然科学版)》

2011

A differential evolution algorithm combined with cloud model for RFID reader deployment

Ying Gao, Xiao Hu, Lingxi Peng, Huiliang Liu, Fufang Li

DOI

2011

PrChord: A probability routing structured P2P protocol

Wei Xiong, Dongqing Xie, Lingxi Peng, Jie Liu

DOI

2011

Opposition-Based Learning Estimation of Distribution Algorithm with Gaussian Copulas and Its Application to Placement of RFID Readers

Ying Gao, Xiao Hu, Huiliang Liu, Fufang Li, Lingxi Peng

Lecture notes in computer science

DOI

2010

基于免疫遗传的伪装入侵检测

梁春林，彭凌西

《计算机工程与设计》

2010

基于免疫网络的无监督式分类算法

梁春林，彭凌西

《山东大学学报(工学版)》

2010

Quantum Ant Colony Optimization Algorithm and Its Application on Collision Detection

YongSheng Tian, Jue Wu, Lingxi Peng, Lixue Chen

International Conference on Computational and Information Sciences

DOI

2010

A handwritten character recognition algorithm based on artificial immune

Yuefeng Chen, Chunlin Liang, Donghong Yang, Lingxi Peng, Xiuyu Zhong

International Conference on Computer Application and System Modeling

DOI

2010

A Collision Detection Algorithm Based on Modified Quantum Genetic Algorithm

Jue Wu, Lixue Chen, Lingxi Peng, Lei Yang

International Conference on Internet Technology and Applications

DOI

2010

Artificial immunity-based model for information system security risk evaluation

Caiming Liu, Minhua Guo, Lingxi Peng, Jing Guo, Shu Yang, Jinquan Zeng

International Conference on E-Health Networking Digital Ecosystems and Technologies

DOI

2010

Quantum Immune Algorithm and Its Application in Collision Detection

Jue Wu, Lingxi Peng, Lixue Chen, Lei Yang

Lecture notes in computer science

DOI

2010

A Collision Detection Algorithm Based on Self-adaptive Genetic Method in Virtual Environment

Jue Wu, Lixue Chen, Lei Yang, Qunyan Zhang, Lingxi Peng

Lecture notes in computer science

DOI

2010

Document Classification with Multi-layered Immune Principle

Chunlin Liang, Yindie Hong, Yuefeng Chen, Lingxi Peng

Lecture notes in computer science

DOI

2010

Research of Modified Quantum Genetic Algorithm and It’s Application in Collision Detection

Jue Wu, Lixue Chen, Lei Yang, Lingxi Peng

Communications in computer and information science

DOI

2010

An immune network based unsupervised classifier

Lingxi Peng

Journal of Shandong University

2009

A self-adaptive negative selection algorithm used for anomaly detection

Jinquan Zeng, Xiaojie Liu, Tao Li, Caiming Liu, Lingxi Peng, Feixian Sun Department of Computer Science, Sichuan University, Chengdu 610065, China

Progress in Natural Science:Materials International

2008

基于人工免疫的网络安全态势评估模型

刘孙俊，李涛，赵奎，胡强，彭凌西

《微计算机信息》

2008

一种基于免疫的监督式分类算法

彭凌西，刘晓洁，李涛，卢正添，曾金全，刘才铭

《工程科学与技术》

2007

基于家族基因的网络身份认证模型

孙飞显，刘晓洁，李涛，曾金全，杨频，彭凌西

《小型微型计算机系统》

2007

多级免疫检测器集在分布式入侵检测中的应用

刘才铭，张雁，赵辉，彭凌西，曾金全

《电子科技大学学报》

2007

基于危险理论的网络风险评估模型

彭凌西，陈月峰，刘才铭，曾金全，刘孙俊，赵辉

《电子科技大学学报》

2007

受人工免疫启发的脚本病毒检测模型

刘才铭，赵辉，张雁，曾金全，彭凌西

《电子科技大学学报》

2007

受免疫原理启发的Web攻击检测方法

曾金全，赵辉，刘才铭，彭凌西

《电子科技大学学报》

精选作品

期刊论文

Prompting across perception and recognition: A unified CLIP-based visual-text prompt framework for zero-shot anomaly detection

ComFormer : A Hierarchical Multi‐Scale Hybrid Transformer for Precise Medical Image Segmentation

Fast Template Matching Algorithm Based on Local Variance and Posteriori Probability Classification

Zero-shot industrial defect detection in flexible manufacturing via general-expert prompt fusion and spatial interaction

Geometry-constrained open set recognition with frozen foundation model features for industrial inspection

PixMSE: detecting GAN-generated images through local roughness

STSA-Net: Small Target Sensitive and Adaptive Sparse Network for Infrared Reconstruction

基于注意力融合多尺度特征的解压缩点云质量增强方法

A lightweight network for weak texture surface defect detection

V2TCASA: Vision to text class-agnostic state-agnostic for industrial zero-shot anomaly detection

图像分割原理与技术实现

基于机器视觉的红外目标抗干扰识别算法

PA-Net: A hybrid architecture for retinal vessel segmentation

A Grasping System with Structured Light 3D Machine Vision Guided Strategy Optimization

基于MF-UNet网络的视网膜血管分割

Malicious behaviour identification for Android based on an RBF neural network

Research on covert communication channel based on modulation of common compressed speech codec

Research on information security in text emotional steganography based on machine learning

Artificial immune intelligence-inspired dynamic real-time computer forensics model

基于ZooKeeper的一种分布式系统架构设计与实现

基于HTML5的移动终端布局解析器的设计与实现

A factor graph model for unsupervised feature selection

A Steganographic Method Based on High Bit Rates Speech Codec of G.723.1

基于速度感知的MANET概率路由

基于DOM的可视化布局解析器的设计与实现

基于三边测量原理的一种LBS定位方法

Resource Authentication Management Model Based on CA and DHT in Internet of Things

Content Popularity Prediction and Caching for ICN: A Deep Learning Approach With SDN

理论实践一体化教学模式在单片机课程教学中的探讨

An immune-inspired semi-supervised algorithm for breast cancer diagnosis

关于VANETs路由协议的研究现状与进展

基于多尺度粗糙集模型的决策树在高校就业数据分析中的应用

非独立车载网链路的多跳连接概率分析及仿真

Privacy-Preserving Data Mining Algorithm Based on Modified Particle Swarm Optimization

An Automated Diagnosis System of Liver Disease using Artificial Immune and Genetic Algorithms

云计算在病毒入侵检测技术中的研究和应用

一种基于免疫的入侵检测关联报警模型

LBS移动社交资源共享平台的设计与实现

Artificial Immunity-based Security Response Model for the Internet of Things

基于危险理论的自动入侵响应系统模型

基于免疫的网络动态实时异常检测模型

Pareto-based multi-objective estimation of distribution algorithm with Gaussian copulas and application in RFID network planning

Research on Dynamical Security Risk Assessment for the Internet of Things inspired by immunology

An Immune-inspired Adaptive Automated Intrusion Response System Model

Velocity-Free Multi-Objective Particle Swarm Optimizer with Centroid for Wireless Sensor Network Optimization

Real-Valued Negative Selection Algorithm with Variable-Sized Self Radius

An Architecture for Cloud Computing and Human Immunity Based Network Intrusion Detection

Network Security Evaluation Model Based on Cloud Computing

Efficient Detect Scheme of Botnet Command and Control Communication

Watch-Nodes-Based Wormhole Attacks Detection in Wireless Mesh Networks

基于危险理论的入侵检测系统模型(英文)

A differential evolution algorithm combined with cloud model for RFID reader deployment

PrChord: A probability routing structured P2P protocol

Opposition-Based Learning Estimation of Distribution Algorithm with Gaussian Copulas and Its Application to Placement of RFID Readers

基于免疫遗传的伪装入侵检测

基于免疫网络的无监督式分类算法

Quantum Ant Colony Optimization Algorithm and Its Application on Collision Detection

A handwritten character recognition algorithm based on artificial immune

A Collision Detection Algorithm Based on Modified Quantum Genetic Algorithm

Artificial immunity-based model for information system security risk evaluation

Quantum Immune Algorithm and Its Application in Collision Detection

A Collision Detection Algorithm Based on Self-adaptive Genetic Method in Virtual Environment

Document Classification with Multi-layered Immune Principle

Research of Modified Quantum Genetic Algorithm and It’s Application in Collision Detection

An immune network based unsupervised classifier

A self-adaptive negative selection algorithm used for anomaly detection

基于人工免疫的网络安全态势评估模型

一种基于免疫的监督式分类算法

基于家族基因的网络身份认证模型

多级免疫检测器集在分布式入侵检测中的应用

基于危险理论的网络风险评估模型

受人工免疫启发的脚本病毒检测模型

受免疫原理启发的Web攻击检测方法

会议论文

Research on Information Hiding Based on Intelligent Creation of Tang Poem

预印本

MaxPix: detecting GAN-generated images by emphasizing local maxima

书籍章节