洪智勇｜五邑大学｜学者主页

2026

考虑空间品质的轨道站点客流机器学习分析框架研究——以宁波市为例

贺宁，李朋州，吕丹，洪智勇

《综合运输》

DOI

2026

场景导向的规划大语言模型框架研究——以宁波市DeepUrban平台为例

刘纲，洪智勇，陈志杰，朱林，倪敏东，李健，牛强，张志强

《城市交通》

DOI

2026

Coupled Spreading Dynamics of Competitive Information and Epidemics on Weighted Multilayer Networks with Higher-Order Interactions

Qian Yin, Haoxian Li, Zhishuang Wang, Kaiyao Wang, Jingmin Li, Zhiyong Hong

Entropy

DOI

2026

Accurate LOS/NLOS identification in VLC via GBDT using timing metric peak sequence and RSS feature fusion

Kaiyao Wang, Zhizhao Xuan, Zhiyong Hong, Yin Qian

Physical Communication

DOI

2026

Coupled Dynamics of Vaccination Behavior and Epidemic Spreading on Multilayer Higher-Order Networks

Zhishuang Wang, Guoqiang Zeng, Qian Yin, Linyuan Guo, Zhiyong Hong

Entropy

DOI

2026

SRP-YOLO: A Receptive Field Enhanced and Partial Convolution Fusion Network for Small Object Detection

Jinyu Wen, Liping Xiong, Zhiyong Hong, Xuechen Li, Zhiqiang Zeng, Xianyang Tan

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2026

Multi-Task Prediction of ccRCC Grade and KI-67 for Incomplete-Label Triphasic CT

Ruirong Wu, Xuechen Li, Yifeng Zeng, Zhiyong Hong

DOI

2025

Adaptive bias-aided CIR denoising for visible light positioning with LSTM-based network

Kaiyao Wang, Zhengwei Jiang, Linyuan Guo, Zhiyong Hong, Yin Qian

Optics Communications

DOI

2025

DiffRAWer: A Diffusion Model for Image Demoiréing in Raw Domain

Dunsheng Shi, Liping Xiong, Zhiyong Hong, Jian Zeng

International Conference on Electronic Information Engineering and Computer Technology (EIECT)

DOI

2025

Coupled Dynamics of Information–Epidemic Spreading with Resource Allocation and Transmission on Multi-Layer Networks

Qian Yin, Zhishuang Wang, Kaiyao Wang, Zhiyong Hong

Entropy

DOI

2025

Crossmamba: multivariate time series forecasting model for cross-temporal and cross-dimensional dependencies with Mamba

Yuhan Lin, Liping Xiong, Zhiyong Hong, Zhiqiang Zeng, Jian Zeng, Guoqiang Zeng

Data Mining and Knowledge Discovery

DOI

2025

Classification-based multi-mode positioning method in VLP systems

Kaiyao Wang, Yongsheng Chen, Zhiqiang Zeng, Zhiyong Hong

Optics Communications

DOI

2025

CSI fingerprint positioning method based on PD array in VLP systems with signal blockage

Kaiyao Wang, Jiacheng Feng, Zhiyong Hong

Digital Signal Processing

DOI

2025

Gradient pooling distillation network for lightweight single image super-resolution reconstruction

Zhiyong Hong, GuanJie Liang, Liping Xiong

PeerJ Computer Science

DOI

2025

Coupled diffusion dynamics of competitive information and green behaviors on multiplex networks under policy intervention

Zhishuang Wang, Yicong Wan, Qian Yin, Zhiyong Hong, Qiuxia Xu, Chengyi Xia

Applied Mathematics and Computation

DOI

2025

sRrsR-Net: A New Low-Light Image Enhancement Network via Raw Image Reconstruction

Zhiyong Hong, Dexin Zhen, Liping Xiong, Xuechen Li, Yuhan Lin

Applied Sciences

DOI

2024

面向人群出行分布的机器学习分析框架构建研究

洪智勇，魏贺，洪锋，贺宁，李朋州

《城市交通》

2024

Nonlinear Control of Crane Systems Based on Intelligence Computing of Disturbance Observer Under Mismatched Disturbance

Tianlei Wang, Yiyan Wang, Meng Lin Xu, Jiajie Tian, Jingling Zhang, Zhiyong Hong

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

Reinforcement Learning-Based Adaptive Search Strategy Combination Algorithm

Xiaotong Liu, Zhiqiang Zeng, Sicheng Wan, Jiajie Tian, Tianlei Wang, Zhiyong Hong

IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)

DOI

2024

Bidirectional mapping positioning method based on motion information in VLP systems

Kaiyao Wang, Luyao He, Zhiyong Hong

Optics Communications

DOI

2024

Research on salient object detection algorithm for complex electrical components

Jinyu Tian, Zhiqiang Zeng, Zhiyong Hong, Dexin Zhen

Journal of Intelligent Manufacturing

DOI

2024

Sinextnet: A New Small Object Detection Model for Aerial Images Based on PP-Yoloe

Wenkang Zhang, Zhiyong Hong, Liping Xiong, Zhiqiang Zeng, Zhishun Cai, Kunyu Tan

Journal of Artificial Intelligence and Soft Computing Research

DOI

2024

Shufflemono: Rethinking Lightweight Network for Self-Supervised Monocular Depth Estimation

Yingwei Feng, Zhiyong Hong, Liping Xiong, Zhiqiang Zeng, Jingmin Li

Journal of Artificial Intelligence and Soft Computing Research

DOI

2024

AMCFCN: attentive multi-view contrastive fusion clustering net

Huarun Xiao, Zhiyong Hong, Liping Xiong, Zhiqiang Zeng

PeerJ Computer Science

DOI

2024

Research on Distributed Heterogeneous Factory Task Assignment Problem With Loading Efficiency Constraints: A Case Study

Meisong Zhong, Zhiqiang Zeng, Zhiyong Hong, Chuangquan Chen

IEEE Access

DOI

2024

Glass Segmentation Network with Panoramic Image

Qingling Chang, Xiaofei Meng, Zhiyong Hong, Yan Cui

IEEE International Conference on Social Computing

DOI

2024

MetaScene: A Novel Metaverse large-scale 3D Scene Rendering Framework

Qingling Chang, Xiaofei Meng, Zhiyong Hong, Shiting Xu

IEEE International Conference on Social Computing

DOI

2023

公共交通规划中的情感演变机制研究

洪智勇，应宇蕾

《城市公共交通》

2023

基于改进YOLOX算法的交通标志检测研究

王惠吾，洪智勇，王宪伟，余文华，李泽亮

《五邑大学学报(自然科学版)》

2023

基于卷积注意力和对比学习的多视图聚类

倪团雄，洪智勇，余文华，张昕

《计算机技术与发展》

2023

Coupled Propagation Dynamics of Information and Infectious Disease on Two-Layer Complex Networks with Simplices

Zhiyong Hong, Huiyu Zhou, Zhishuang Wang, Qian Yin, Jin‐Gang Liu

Mathematics

DOI

2023

Coupled propagation dynamics on complex networks: A brief review

Zhishuang Wang, Huanhuan Li, Jiaxing Chen, Zhiyong Hong, Qian Yin, Chengyi Xia

Europhysics Letters (EPL)

DOI

2023

An Efficient Helmet Wearing Detection Method Based On YOLOv7-Tiny

Cong Feng Liu, Zhiyong Hong, Wenhua Yu, Dexin Zhen

DOI

2023

Improving Semantic Segmentation of Switch Connector Images in DeepLabV3+

Hongxin Lu, Zhiyong Hong, Zhiqiang Zeng, Wenhua Yu

International Conference on Information Communication and Signal Processing (ICICSP)

DOI

2023

A constrained multiobjective differential evolution algorithm based on the fusion of two rankings

Zhiqiang Zeng, Xiangyu Zhang, Zhiyong Hong

Information Sciences

DOI

2023

CNXResNet: A Light-weight Backbone based on PP-YOLOE for Drone-captured Scenarios

Zhishun Cai, Zhiyong Hong, Wenhua Yu, Wenkang Zhang

DOI

2023

Adaptive Weighted K-Nearest Neighbor Trilateration Algorithm for Visible Light Positioning

Kaiyao Wang, Yi He, Xinpeng Huang, Zhiyong Hong

Photonics

DOI

2023

Improved Traffic Sign Detection Model Based on YOLOv7-Tiny

Feifan She, Zhiyong Hong, Zhiqiang Zeng, Wenhua Yu

IEEE Access

DOI

2022

基于复杂网络的公共汽车线网拓扑模型

洪智勇，王愈，陈志杰，洪锋

《城市交通》

2022

宁波市轨道交通客流现状与周边用地的关系

宗二凯，徐小平，孙科，陈志杰，洪智勇，朱锦

《城市轨道交通研究》

2022

Energy-Aware Scheduling of Two-Stage Flexible Flow Shop Based on Group Technology: Consideration of the Inconsistency of Process Differences

Zhiqiang Zeng, Le Gao, Zhiyong Hong

International Journal of Computational Intelligence Systems

DOI

2022

Improving differential evolution using a best discarded vector selection strategy

Zhiqiang Zeng, Zhiyong Hong, Huanhuan Zhang, Min Zhang, Chuangquan Chen

Information Sciences

DOI

2022

Improved differential evolution algorithm based on the sawtooth-linear population size adaptive method

Zhiqiang Zeng, Min Zhang, Huanhuan Zhang, Zhiyong Hong

Information Sciences

DOI

2022

Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT

Yange Chen, Suyu He, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong, Yuan Ping

IEEE Internet of Things Journal

DOI

2022

PEPFL: A framework for a practical and efficient privacy-preserving federated learning

Yange Chen, Baocang Wang, Hang Jiang, Pu Duan, Yuan Ping, Zhiyong Hong

Digital Communications and Networks

DOI

2022

Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis

Yange Chen, Qinyu Mao, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong

IEEE Journal of Biomedical and Health Informatics

DOI

2022

Toward practical privacy-preserving linear regression

Wenju Xu, Baocang Wang, Jiasen Liu, Yange Chen, Pu Duan, Zhiyong Hong

Information Sciences

DOI

2022

MDOPE: Efficient multi-dimensional data order preserving encryption scheme

Yu Zhan, Danfeng Shen, Pu Duan, Benyu Zhang, Zhiyong Hong, Baocang Wang

Information Sciences

DOI

2022

Enhancing differential evolution with a target vector replacement strategy

Zhiqiang Zeng, Min Zhang, Zhiyong Hong, Huanhuan Zhang, Hui Zhu

Computer Standards & Interfaces

DOI

2022

Efficient Timing Offset Estimation Method Tailored for ACO-OFDM VLC Systems

Kaiyao Wang, Yongjun Liu, Zhiyong Hong, Zhiqiang Zeng

Journal of Lightwave Technology

DOI

2022

Efficient multi-view clustering networks

Guanzhou Ke, Zhiyong Hong, Wenhua Yu, Xin Zhang, Zeyi Liu

Applied Intelligence

DOI

2022

Updatable privacy-preserving $$\textit{K}$$-nearest neighbor query in location-based s-ervice

Songyang Wu, Wenju Xu, Zhiyong Hong, Pu Duan, Benyu Zhang, Yupu Hu, Baocang Wang

Peer-to-Peer Networking and Applications

DOI

2022

Cryptanalysis of an additively homomorphic public key encryption scheme

Zhiyong Hong, Liguo Zhou, Yu Zhan, Chengdong Liu, Baocang Wang

Computer Standards & Interfaces

DOI

2021

复杂场景下的核相关滤波目标跟踪算法研究

洪智勇

《西安电子科技大学》

2021

CONAN: Contrastive Fusion Networks for Multi-view Clustering

Guanzhou Ke, Zhiyong Hong, Zhiqiang Zeng, Zeyi Liu, Yangjie Sun, Yannan Xie

IEEE International Conference on Big Data (BigData)

DOI

2021

Composing Approximations from Distribution Data under a Fuzzy Relation

Shaoyong Li, Lin Yu, Zhiyong Hong, Xinglin Liu

International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

DOI

2021

Privacy‐preserving convolutional neural network prediction with low latency and lightweight users

Furong Li, Yange Chen, Pu Duan, Benyu Zhang, Zhiyong Hong, Yupu Hu, Baocang Wang

International Journal of Intelligent Systems

DOI

2021

A Novel Timing Synchronization Method for DCO-OFDM-Based VLC Systems

Kaiyao Wang, Yongjun Liu, Zhiyong Hong

IEEE photonics journal

DOI

2021

A new selection operator for differential evolution algorithm

Zhiqiang Zeng, Min Zhang, Tao Chen, Zhiyong Hong

Knowledge-Based Systems

DOI

2021

Security and Privacy for Edge Intelligence in 5G and Beyond Networks: Challenges and Solutions

Yannan Li, Yong Hong Yu, Willy Susilo, Zhiyong Hong, Mohsen Guizani

IEEE Wireless Communications

DOI

2021

An Novel Text Extraction Technique Based on Pattern Matching and Automatic Backtracking

Xiangyu He, Zhiyong Hong, Wenhua Yu, Zhiqiang Zeng, Kaiyao Wang

2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA)

DOI

2021

Open Field Smart Planting System of Family Farm

Xu Wang, Kaili Zhou, Zhiyong Hong

International Conference on Communication, Computing & Security

DOI

2020

Energy-efficiency scheduling of multi-cell manufacturing system considering total handling distance and eligibility constraints

Zhiyong Hong, Zhiqiang Zeng, Le Gao

Computers & Industrial Engineering

DOI

2020

Accelerating Update of Approximations Under a Dominance Relation

Zhiyong Hong, Shaoyong Li, Lin Yu

IEEE Access

DOI

2019

Composition of Rough Approximations under the Dominance-Based Relation

Shaoyong Li, Lin Yu, Zhiyong Hong, Hexi Li

IEEE International Conference on Intelligent Systems and Knowledge Engineering

DOI

2019

Convolutional Neural Network for Control Chart Patterns Recognition

Zhiyong Hong, Yuqiang Li, Zhiqiang Zeng

International Conference on Computer Science and Application Engineering (CSAE)

DOI

2019

Efficient composing rough approximations for distributed data

Shaoyong Li, Zhiyong Hong, Tianrui Li

Knowledge-Based Systems

DOI

2019

A Dynamic Dominance-Based Rough Set Approach for Processing Ordered Data

Shaoyong Li, Zhiyong Hong

Lecture notes in computer science

DOI

2018

一种优势关系粗糙集近似集动态更新算法

洪智勇，李少勇

《计算机应用与软件》

2018

Hesitant fuzzy dual Muirhead mean operators and its application to multiple attribute decision making

Zhiyong Hong, Yuan Rong, Ya Qin, Yi Liu

Journal of Intelligent & Fuzzy Systems

DOI

2017

Multicriteria decision making method based on generalized Pythagorean fuzzy ordered weighted distance measures

Ya Qin, Yi Liu, Zhiyong Hong

Journal of Intelligent & Fuzzy Systems

DOI

2017

A Multiple Attribute Decision Making Approach Based on New Similarity Measures of Interval-valued Hesitant Fuzzy Sets

Yi Liu, Jun Liu, Zhiyong Hong

International Journal of Computational Intelligence Systems

DOI

2016

货运调查数据融合分析方法研究

洪智勇，张梦启

《物流科技》

2016

Updating P-dominated and P-dominating sets based on a classification tree

Zhiyong Hong

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

DOI

2014

Algebraic Structure of Fuzzy Soft Sets

Zhiyong Hong, Keyun Qin

Lecture notes in computer science

DOI

2013

基于软集理论的人才推荐系统研究与设计

洪智勇

《计算机应用与软件》

2011

基于粗糙集的加权朴素贝叶斯邮件过滤方法

邓维斌，王国胤，洪智勇

《计算机科学》

2010

粗糙集构成的拓扑空间

乔全喜，秦克云，洪智勇

《计算机科学》

2010

基于模糊软集合理论的文本分类方法

洪智勇，秦克云

《计算机工程》

2010

基于二次Renyi熵的正则化互信息特征选择方法

洪智勇，刘灿涛，邓宝林

《计算机应用》

2010

A PARAMETER REDUCTION APPROACH OF SOFT SETS BASED ON INFORMATION ENTROPY

Keyun Qin, Zhiyong Hong, Xiaodong Pan

DOI

2005

Design and implementation of WebGIS client based on Java applet

Zhiyong Hong

Journal of Foshan University

2005

Application of Web GIS to commercial information system

Zhiyong Hong

Journal of Chengdu University of Information Technology

精选作品

期刊论文

考虑空间品质的轨道站点客流机器学习分析框架研究——以宁波市为例

场景导向的规划大语言模型框架研究——以宁波市DeepUrban平台为例

Coupled Spreading Dynamics of Competitive Information and Epidemics on Weighted Multilayer Networks with Higher-Order Interactions

Accurate LOS/NLOS identification in VLC via GBDT using timing metric peak sequence and RSS feature fusion

Coupled Dynamics of Vaccination Behavior and Epidemic Spreading on Multilayer Higher-Order Networks

SRP-YOLO: A Receptive Field Enhanced and Partial Convolution Fusion Network for Small Object Detection

Multi-Task Prediction of ccRCC Grade and KI-67 for Incomplete-Label Triphasic CT

Adaptive bias-aided CIR denoising for visible light positioning with LSTM-based network

DiffRAWer: A Diffusion Model for Image Demoiréing in Raw Domain

Coupled Dynamics of Information–Epidemic Spreading with Resource Allocation and Transmission on Multi-Layer Networks

Crossmamba: multivariate time series forecasting model for cross-temporal and cross-dimensional dependencies with Mamba

Classification-based multi-mode positioning method in VLP systems

CSI fingerprint positioning method based on PD array in VLP systems with signal blockage

Gradient pooling distillation network for lightweight single image super-resolution reconstruction

Coupled diffusion dynamics of competitive information and green behaviors on multiplex networks under policy intervention

sRrsR-Net: A New Low-Light Image Enhancement Network via Raw Image Reconstruction

面向人群出行分布的机器学习分析框架构建研究

Nonlinear Control of Crane Systems Based on Intelligence Computing of Disturbance Observer Under Mismatched Disturbance

Reinforcement Learning-Based Adaptive Search Strategy Combination Algorithm

Bidirectional mapping positioning method based on motion information in VLP systems

Research on salient object detection algorithm for complex electrical components

Sinextnet: A New Small Object Detection Model for Aerial Images Based on PP-Yoloe

Shufflemono: Rethinking Lightweight Network for Self-Supervised Monocular Depth Estimation

AMCFCN: attentive multi-view contrastive fusion clustering net

Research on Distributed Heterogeneous Factory Task Assignment Problem With Loading Efficiency Constraints: A Case Study

Glass Segmentation Network with Panoramic Image

MetaScene: A Novel Metaverse large-scale 3D Scene Rendering Framework

公共交通规划中的情感演变机制研究

基于改进YOLOX算法的交通标志检测研究

基于卷积注意力和对比学习的多视图聚类

Coupled Propagation Dynamics of Information and Infectious Disease on Two-Layer Complex Networks with Simplices

Coupled propagation dynamics on complex networks: A brief review

An Efficient Helmet Wearing Detection Method Based On YOLOv7-Tiny

Improving Semantic Segmentation of Switch Connector Images in DeepLabV3+

A constrained multiobjective differential evolution algorithm based on the fusion of two rankings

CNXResNet: A Light-weight Backbone based on PP-YOLOE for Drone-captured Scenarios

Adaptive Weighted K-Nearest Neighbor Trilateration Algorithm for Visible Light Positioning

Improved Traffic Sign Detection Model Based on YOLOv7-Tiny

基于复杂网络的公共汽车线网拓扑模型

宁波市轨道交通客流现状与周边用地的关系

Energy-Aware Scheduling of Two-Stage Flexible Flow Shop Based on Group Technology: Consideration of the Inconsistency of Process Differences

Improving differential evolution using a best discarded vector selection strategy

Improved differential evolution algorithm based on the sawtooth-linear population size adaptive method

Cryptanalysis and Improvement of DeepPAR: Privacy-Preserving and Asynchronous Deep Learning for Industrial IoT

PEPFL: A framework for a practical and efficient privacy-preserving federated learning

Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis

Toward practical privacy-preserving linear regression

MDOPE: Efficient multi-dimensional data order preserving encryption scheme

Enhancing differential evolution with a target vector replacement strategy

Efficient Timing Offset Estimation Method Tailored for ACO-OFDM VLC Systems

Efficient multi-view clustering networks

Updatable privacy-preserving $$\textit{K}$$-nearest neighbor query in location-based s-ervice

Cryptanalysis of an additively homomorphic public key encryption scheme

复杂场景下的核相关滤波目标跟踪算法研究

CONAN: Contrastive Fusion Networks for Multi-view Clustering

Composing Approximations from Distribution Data under a Fuzzy Relation

Privacy‐preserving convolutional neural network prediction with low latency and lightweight users

A Novel Timing Synchronization Method for DCO-OFDM-Based VLC Systems

A new selection operator for differential evolution algorithm

Security and Privacy for Edge Intelligence in 5G and Beyond Networks: Challenges and Solutions

An Novel Text Extraction Technique Based on Pattern Matching and Automatic Backtracking

Open Field Smart Planting System of Family Farm

Energy-efficiency scheduling of multi-cell manufacturing system considering total handling distance and eligibility constraints

Accelerating Update of Approximations Under a Dominance Relation

Composition of Rough Approximations under the Dominance-Based Relation

Convolutional Neural Network for Control Chart Patterns Recognition

Efficient composing rough approximations for distributed data

A Dynamic Dominance-Based Rough Set Approach for Processing Ordered Data

一种优势关系粗糙集近似集动态更新算法

Hesitant fuzzy dual Muirhead mean operators and its application to multiple attribute decision making

Multicriteria decision making method based on generalized Pythagorean fuzzy ordered weighted distance measures

A Multiple Attribute Decision Making Approach Based on New Similarity Measures of Interval-valued Hesitant Fuzzy Sets

货运调查数据融合分析方法研究

Updating P-dominated and P-dominating sets based on a classification tree

Algebraic Structure of Fuzzy Soft Sets

基于软集理论的人才推荐系统研究与设计

基于粗糙集的加权朴素贝叶斯邮件过滤方法

粗糙集构成的拓扑空间