齐芳｜中南大学｜学者主页

2026

SCF-YOLO: scale-sequence context fusion YOLO for dense small pest detection

Fang Qi, Qian Qiu, Zhe Tang, Haojie Zou, Zhenhua Zou

Journal of Real-Time Image Processing

DOI

2026

Process‐Aware Visual Assessment of Black Tea Fermentation Stages

Yuanyuan Wang, Zhe Tang, Dengpeng Zou, Fang Qi

Journal of Food Process Engineering

DOI

2026

AEP-PEST: adaptive edge-enhanced pyramid network for real-time detection of small and occluded agricultural pests

Zhe Tang, Yusen Wang, Dengpeng Zou, Fang Qi

Journal of Real-Time Image Processing

DOI

2026

TSNet with sigma-adaptive spectral sampling for tea moisture monitoring

Yisen Kang, Fang Qi, Liyuan Deng, Dengpeng Zou, Hao Wang, Yang Li, Yang Wei, Xinlin Wei, Zhe Tang

Journal of Food Measurement & Characterization

DOI

2026

Soil organic carbon prediction based on multi-scale convolution and wavelet attention network

Fang Qi, Yuan-Hang Cai, Jiaxin Lai, Xianghang Chen, Deng-Peng Zou, Jinshui Wu, Zhe Tang

Neural computing & applications (Print)

DOI

2025

Image Shadow Detection and Removal via Illumination Estimation and Chromaticity Guidance

Yang Li, Jindong He, Dengpeng Zou, Yisen Kang, Wei Xiang, Fang Qi, Zhe Tang

IEEE Transactions on Automation Science and Engineering

DOI

2025

Discrimination of black tea fermentation degree with integrated attention mechanisms

Fang Qi, Shuhong Bai, Dengpeng Zou, Zhe Tang

Journal of Food Measurement & Characterization

DOI

2025

Research on Computational Pragmatics Model Based on Improved Bayesian Algorithm

Fang Qi

2025 2nd International Conference on Intelligent Computing and Robotics (ICICR)

DOI

2024

Reinforcement learning from suboptimal demonstrations based on Reward Relabeling

Yong Peng, Junjie Zeng, Yue Hu, Qi Fang, Quanjun Yin

Expert Systems With Applications，Vol. 255

DOI

2024

Two guidance joint network based on coarse map and edge map for camouflaged object detection

Zhe Tang, Jin Tang, Deng-Peng Zou, J. Rao, Fang Qi

Applied intelligence (Boston)

DOI

2023

Real-time and effective detection of agricultural pest using an improved YOLOv5 network

Fang Qi, Yuxiang Wang, Zhe Tang, Shuhong Chen

Journal of Real-Time Image Processing

DOI

2023

An Energy-Efficient Computing Offloading Strategy Based on Improved Sparrow Search Algorithm in Mobile Edge Computing

Xiangsheng Wang, Fang Qi, Zhe Tang, Mingfeng Su, Xiaofei Xing

Lecture notes in electrical engineering

DOI

2023

An improved lightweight and real-time YOLOv5 network for detection of surface defects on indocalamus leaves

Zhe Tang, Lin Zhou, Fang Qi, Hua-Rong Chen

Journal of Real-Time Image Processing

DOI

2022

Unauthorized and privacy‐intrusive human activity watching through Wi‐Fi signals: An emerging cybersecurity threat

Fang Qi, Yingkai Zhao, Md Zakirul Alam Bhuiyan, Tao Hai, Monirul Islam, Shaobo Zhang, Zhe Tang

Concurrency and Computation Practice and Experience

DOI

2022

Artificial intelligence driven Wi‐Fi CSI data mining: Focusing on the intrusion detection applications

Fang Qi, Yingkai Zhao, Md Zakirul Alam Bhuiyan, Tao Hai, Weifeng Yan, Zhe Tang

International Journal of Communication Systems

DOI

2022

P &GGD: A Joint-Way Model Optimization Strategy Based on Filter Pruning and Filter Grafting For Tea Leaves Classification

Zhe Tang, Zhe Li, Jialing Yang, Fang Qi

Neural Processing Letters

DOI

2021

Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time Agriculture Pest Detection

Zhe Tang, Zhengyun Chen, Fang Qi, Lingyan Zhang, Shuhong Chen

Proceedings

DOI

2021

Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds

Fang Qi, Zuoqi Xie, Zhe Tang, Huarong Chen

Neural Processing Letters

DOI

2020

Sentiment Analysis of Code-Mixed Roman Urdu-English Social Media Text using Deep Learning Approaches

Aqsa Younas, Raheela Nasim, Saqib Ali, Guojun Wang, Fang Qi

IEEE International Conference on Computational Science and Engineering (CSE)

DOI

2020

A Hybrid Task Scheduling Algorithm Combining Symbiotic Organisms Search with Fuzzy Logic in Cloud Computing

Wenke Li, Zhe Tang, Fang Qi

IEEE International Conference on Computational Science and Engineering (CSE)

DOI

2020

A Function-Centric Risk Assessment Approach for Android Applications

Min Li, Haroon Elahi, Tao Peng, Fang Qi, Guojun Wang

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2020

Grape disease image classification based on lightweight convolution neural networks and channelwise attention

Zhe Tang, Jialing Yang, Zhe Li, Fang Qi

Computers and Electronics in Agriculture

DOI

2020

On authenticated skyline query processing over road networks

Xiaoyu Zhu, Jie Wu, Wei Chang, Md Zakirul Alam Bhuiyan, Kim‐Kwang Raymond Choo, Fang Qi, Qin Liu, Guojun Wang

Concurrency and Computation Practice and Experience

DOI

2020

Bidirectional LSTM with self-attention mechanism and multi-channel features for sentiment classification

Wei-Jiang Li, Fang Qi, Mingjie Tang, Zheng-Tao Yu

Neurocomputing

DOI

2019

The Pressure Control System for Tea Rolling Based on Fuzzy Control

Yao Li, Zhe Tang, Fang Qi, Chunwang Dong

Lecture notes in electrical engineering

DOI

2019

Searchable Attribute-Based Encryption Protocol with Hidden Keywords in Cloud

Fang Qi, Xing Chang, Zhe Tang, Wenbo Wang

Communications in computer and information science

DOI

2019

Unbalanced Multistage Heat Conduction and Mass Diffusion Algorithm in an Educational Digital Library

Pengfei Yin, Guojun Wang, Md Zakirul Alam Bhuiyan, Meijing Shan, Fang Qi

IEEE Access

DOI

2018

可撤销和可追踪的密钥策略属性基加密方案

齐芳，李艳梅，汤哲

《通信学报》

2018

Remove key escrow from the BF and Gentry identity-based encryption with non-interactive key generation

Quanyun Wei, Fang Qi, Zhe Tang

Telecommunication Systems

DOI

2018

Identification of Black Tea Fermentation Degree Based on Convolutional Neural Network

Xiaofeng Zhou, Zhe Tang, Fang Qi

DOI

2017

A Multi-Authority Attribute-Based Encryption Scheme with Attribute Hierarchy

Fang Qi, Ke Li, Zhe Tang

DOI

2017

Traceable and Complete Fine-Grained Revocable Multi-authority Attribute-Based Encryption Scheme in Social Network

Yanmei Li, Fang Qi, Zhe Tang

Lecture notes in computer science

DOI

2017

An Efficient Hierarchical Identity-Based Encryption Scheme for the Key Escrow

Yuanlong Li, Fang Qi, Zhe Tang

Lecture notes in computer science

DOI

2017

Module-Level Software Streaming Loading Model Based on Hypervisor

Lian Duan, Fang Qi, Guojun Wang, Zhe Tang

Lecture notes in computer science

DOI

2016

基于机器学习的通信网络非结构化大数据分析算法研究

徐倩漪，齐芳

《激光杂志》

2016

Distributed Multi-authority Attribute-based Encryption Scheme for Friend Discovery in Mobile Social Networks

Wenbo Wang, Fang Qi, Xiaoqiang Wu, Zhe Tang

Procedia Computer Science

DOI

2016

Distributed Multi-authority Attribute-Based Encryption for Secure Friend Discovery and Data Sharing in Mobile Social Networks

Fang Qi, Wenbo Wang, Zhe Tang

Lecture notes in computer science

DOI

2016

Optimal transitional trajectory generation for automatic machines

Zhe Tang, Qian Zhou, Fang Qi, Jianxin Wang

Int. J. Comput. Sci. Eng.

DOI

2015

A local binary pattern based texture descriptors for classification of tea leaves

Zhe Tang, Yuancheng Su, Meng Joo Er, Fang Qi, Li Zhang, Jianyong Zhou

Neurocomputing

DOI

2015

New Escrow-Free Scheme for Hierarchical Identity-Based Encryption

Fang Qi, Xin Tang, Quanyun Wei

Lecture notes in computer science

DOI

2015

Efficient Private Matching Scheme for Friend Information Exchange

Fang Qi, Wenbo Wang

Lecture notes in computer science

DOI

2015

Selective partial recovery optimisation strategy for SSL connection migration

Fang Qi, Shaowei Wu, Zhe Tang, Guojun Wang

International Journal of Autonomous and Adaptive Communications Systems

DOI

2015

Tea Leaves Classification Based on Texture Analysis, Lecture Notes in Electrical Engineering 336, pp353-360, 2015.

Yi Zhou, Zhe Tang, Fang Qi, Fangfang Pan, Jian-Yong Zhou

2014

Unified Security Architecture Research for 5G Wireless System

Fang Qi, Weijie Zhang, Wang Guojun, Fang Hui

Web Information System and Application Conference

DOI

2014

Classification of Fresh Tea Leaves, Proceeding of the International Tea Symposium, 2014，pp.293-295.

Li Zhang, Jin-Long Xue, Zhe Tang, Fang Qi, Jian-Yong Zhou

2014

Cleanroom cloud computing data processing method and system

Guo-Jun Wang, Qin Liu, Xiangyong Liu, Fang Qi

2013

基于人工鱼群优化的直推式支持向量机分类算法

齐芳，冯昕，徐其江

《计算机应用与软件》

2011

User requirements-aware security ranking in SSL protocol

Fang Qi, Zhe Tang, Guojun Wang, Jie Wu

The Journal of Supercomputing

DOI

2011

Dynamic fuzzy neural network for the intelligent control of a humanoid robot

Zhe Tang, M. Er, Fang Qi

Computer systems science and engineering

2009

计算机网络课程双语教学之策略

齐芳，汤哲

《当代教育论坛(教学版)》

2009

SSL‐enabled trusted communication: Spoofing and protecting the non‐cautious users

Fang Qi, Zhe Tang, Guojun Wang, Jie Wu

Security and Communication Networks

DOI

2009

QoS-aware optimization strategy for security ranking in SSL protocol

Fang Qi, Zhe Tang, Guojun Wang, Jie Wu

IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS)

DOI

2009

Improvement of Application Layer QoS Controlled SSL Protocol

Fang Qi

Jisuanji gongcheng

2008

Attacks vs. Countermeasures of SSL Protected Trust Model

Fang Qi, Zhe Tang, Guojun Wang

DOI

2007

基于参数优化批处理的TLS协议(英文)

齐芳，贾维嘉，鲍丰，吴永东，王国军

《软件学报》

2006

Preventing Web-Spoofing with Automatic Detecting Security Indicator

Fang Qi, Feng Bao, Tieyan Li, Weijia Jia, Yongdong Wu

Lecture notes in computer science

DOI

2006

New Way of Improving TCP Performance Based on RTT over Heterogeneous Networks

Fang Qi

Jisuanji gongcheng

2005

Available Bandwidth Detection with Improved Transport Control Algorithm for Heterogeneous Networks

Fang Qi, Weijia Jia, Jie Wu

IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW)

DOI

2005

Batching SSL/TLS Handshake Improved

Fang Qi, Weijia Jia, Feng Bao, Yongdong Wu

Lecture notes in computer science

DOI

2005

Available Bandwidth Measurement Schemes over Networks

Fang Qi, Jin Zheng, Weijia Jia, Guojun Wang

Lecture notes in computer science

DOI

精选作品

期刊论文

SCF-YOLO: scale-sequence context fusion YOLO for dense small pest detection

Process‐Aware Visual Assessment of Black Tea Fermentation Stages

AEP-PEST: adaptive edge-enhanced pyramid network for real-time detection of small and occluded agricultural pests

TSNet with sigma-adaptive spectral sampling for tea moisture monitoring

Soil organic carbon prediction based on multi-scale convolution and wavelet attention network

Image Shadow Detection and Removal via Illumination Estimation and Chromaticity Guidance

Discrimination of black tea fermentation degree with integrated attention mechanisms

Research on Computational Pragmatics Model Based on Improved Bayesian Algorithm

Reinforcement learning from suboptimal demonstrations based on Reward Relabeling

Two guidance joint network based on coarse map and edge map for camouflaged object detection

Real-time and effective detection of agricultural pest using an improved YOLOv5 network

An Energy-Efficient Computing Offloading Strategy Based on Improved Sparrow Search Algorithm in Mobile Edge Computing

An improved lightweight and real-time YOLOv5 network for detection of surface defects on indocalamus leaves

Unauthorized and privacy‐intrusive human activity watching through Wi‐Fi signals: An emerging cybersecurity threat

Artificial intelligence driven Wi‐Fi CSI data mining: Focusing on the intrusion detection applications

P &GGD: A Joint-Way Model Optimization Strategy Based on Filter Pruning and Filter Grafting For Tea Leaves Classification

Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time Agriculture Pest Detection

Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds

Sentiment Analysis of Code-Mixed Roman Urdu-English Social Media Text using Deep Learning Approaches

A Hybrid Task Scheduling Algorithm Combining Symbiotic Organisms Search with Fuzzy Logic in Cloud Computing

A Function-Centric Risk Assessment Approach for Android Applications

Grape disease image classification based on lightweight convolution neural networks and channelwise attention

On authenticated skyline query processing over road networks

Bidirectional LSTM with self-attention mechanism and multi-channel features for sentiment classification

The Pressure Control System for Tea Rolling Based on Fuzzy Control

Searchable Attribute-Based Encryption Protocol with Hidden Keywords in Cloud

Unbalanced Multistage Heat Conduction and Mass Diffusion Algorithm in an Educational Digital Library

可撤销和可追踪的密钥策略属性基加密方案

Remove key escrow from the BF and Gentry identity-based encryption with non-interactive key generation

Identification of Black Tea Fermentation Degree Based on Convolutional Neural Network

A Multi-Authority Attribute-Based Encryption Scheme with Attribute Hierarchy

Traceable and Complete Fine-Grained Revocable Multi-authority Attribute-Based Encryption Scheme in Social Network

An Efficient Hierarchical Identity-Based Encryption Scheme for the Key Escrow

Module-Level Software Streaming Loading Model Based on Hypervisor

基于机器学习的通信网络非结构化大数据分析算法研究

Distributed Multi-authority Attribute-based Encryption Scheme for Friend Discovery in Mobile Social Networks

Distributed Multi-authority Attribute-Based Encryption for Secure Friend Discovery and Data Sharing in Mobile Social Networks

Optimal transitional trajectory generation for automatic machines

A local binary pattern based texture descriptors for classification of tea leaves

New Escrow-Free Scheme for Hierarchical Identity-Based Encryption

Efficient Private Matching Scheme for Friend Information Exchange

Selective partial recovery optimisation strategy for SSL connection migration

Tea Leaves Classification Based on Texture Analysis, Lecture Notes in Electrical Engineering 336, pp353-360, 2015.

Unified Security Architecture Research for 5G Wireless System

Classification of Fresh Tea Leaves, Proceeding of the International Tea Symposium, 2014，pp.293-295.

Cleanroom cloud computing data processing method and system

基于人工鱼群优化的直推式支持向量机分类算法

User requirements-aware security ranking in SSL protocol

Dynamic fuzzy neural network for the intelligent control of a humanoid robot

计算机网络课程双语教学之策略

SSL‐enabled trusted communication: Spoofing and protecting the non‐cautious users

QoS-aware optimization strategy for security ranking in SSL protocol

Improvement of Application Layer QoS Controlled SSL Protocol

Attacks vs. Countermeasures of SSL Protected Trust Model

基于参数优化批处理的TLS协议(英文)

Preventing Web-Spoofing with Automatic Detecting Security Indicator

New Way of Improving TCP Performance Based on RTT over Heterogeneous Networks

Available Bandwidth Detection with Improved Transport Control Algorithm for Heterogeneous Networks

Batching SSL/TLS Handshake Improved

Available Bandwidth Measurement Schemes over Networks

书籍章节

Lightweight Plant Disease Classification Combining GrabCut Algorithm, New Coordinate Attention, and Channel Pruning

Tea Leaves Classification Based on Texture Analysis

研究方向