张化祥｜山东师范大学｜学者主页

2026

Fuzzy clustering enhanced competitive swarm optimizer for balancing convergence and diversity in large-scale multiobjective optimization

Yanyan Tan, Xiaojie Li, Yukun Zhang, Wei Zheng, Huaxiang Zhang

Expert Systems With Applications，Vol. 297

DOI

2026

International Conference on Intelligent Computing

DOI

2024

Semantic-Consistent CLIP in Generative Adversarial Networks for Text-to-Image Synthesis

Boqun Li, Li Liu, Huaxiang Zhang

DOI

2024

Texture-Content Dual Guided Network for Visible and Infrared Image Fusion

Kai Zhang, L. Sun, Jun Yan, Wenbo Wan, Jiande Sun, Shuyuan Yang, Huaxiang Zhang

IEEE Transactions on Multimedia

DOI

2024

Text-Guided Local Control for Regional Editing

Jungang Li, Li Liu, Huaxiang Zhang, Xu Chen Lu

DOI

2024

Fanxin Xia, Jian Jin, Lili Meng, Feng Ding, Huaxiang Zhang

Lecture notes in computer science

DOI

2022

王春静，刘丽，谭艳艳，张化祥

《计算机科学》

2021

张滨，张化祥，徐功文

《信息技术与信息化》

2018

行人重识别研究综述

张化祥，刘丽

《山东师范大学学报(自然科学版)》

2018

基于随机维度划分与学习的粒子群优化算法

张庆科，孟祥旭，张化祥，杨波，刘卫国

《浙江大学学报(工学版)》

2018

孔超，张化祥，生海迪

《数据采集与处理》

2017

A Maximal Clique Based Multiobjective Evolutionary Algorithm for Overlapping Community Detection

Xuyun Wen, Wei-Neng Chen, Ying Lin, T. Gu, Huaxiang Zhang, Yun Li, Yilong Yin, Jun Zhang

IEEE Transactions on Evolutionary Computation

DOI

2017

A two-stage learning approach to face recognition

Xiao Dong, Huaxiang Zhang, Jian-De Sun, Wenbo Wan

Journal of Visual Communication and Image Representation

DOI

《信息技术与信息化》

2016

基于颜色和边缘方向的图像检索方法

赵猛，张化祥，刘丽

《数据采集与处理》

2016

基于全局距离和类别信息的邻域保持嵌入算法

梅清琳，张化祥

《山东大学学报(工学版)》

2016

刘润杰，张化祥，孔文杰

《济南大学学报(自然科学版)》

2015

一种基于特征选择优化的图像检索方法

曹倩，张化祥

《济南大学学报(自然科学版)》

2015

基于属性加权的主成分分析算法

王永欣，张化祥，王爽

《济南大学学报(自然科学版)》

2015

基于多示例多标记KNN的图像分类算法的改进

王爽，张化祥，刘丽

《济南大学学报(自然科学版)》

2015

Imbalanced Web Spam Classification Using Self-labeled Techniques and Multi-classifier Models

Xiao-Nan Fang, Yan-Yan Tan, Xi-Yuan Zheng, Huaxiang Zhang, Shuang Zhou

Knowledge Science, Engineering and Management

DOI

2015

Analysis on the content features and their correlation of web pages for spam detection

Hua Ji, Huaxiang Zhang

Qiang Wang, Huaxiang Zhang

2014

A Multi-label Learning Approach Based on Mapping from Instance to Label

Huaxiang Zhang, Bin Hu, Xinying Feng

Lecture notes in computer science

DOI

2014

Semi-supervised Image Classification Learning Based on Random Feature Subspace

Liu Li, Zhang Hua-xiang, Xiaojun Hu, Feifei Sun

朱娜娜，张化祥，刘丽

《山东大学学报(工学版)》

2013

Web spam detection based on fitting distribution of features

Huaxiang Zhang

2013

Huaxiang Zhang, Hua Ji, Xiaoqin Wang

Neural Processing Letters

DOI

2012

A new live virtual machine migration strategy

Chuan Chen, Huaxiang Zhang, Zhi-Lou Yu, Ying Fan, Li-Na Liu

2012 International Symposium on Information Technologies in Medicine and Education

DOI

2012

Classification algorithm based on semantics and text feature weighting

Huaxiang Zhang

2012

Face image dimension reducing method based on local correlation preserving

Huaxiang Zhang, Yueting Zhang, Lin-Lin Cao

2012

Fast Nyström for Low Rank Matrix Approximation

Huaxiang Zhang, Zhi-Chao Wang, Lin-Lin Cao

International Conference on Advanced Data Mining and Applications

DOI

2012

Shan Li, Huaxiang Zhang

2011

New algorithm of AdaBoost for unbalanced datasets

Zhang Hua-xiang

Computer Engineering and Applications Journal

2011

A Normal Distribution-Based Over-Sampling Approach to Imbalanced Data Classification

Huaxiang Zhang, Zhi-Chao Wang

International Conference on Advanced Data Mining and Applications

DOI

2011

Application and research on regulation of parameters in support vector regression

Huaxiang Zhang

2011

Transfer Learning through Domain Adaptation

Huaxiang Zhang

International Symposium on Neural Networks

DOI

2011

Approach to selecting initial centers for K-Means with variable threshold

Yiming Liu, Zhang Hua-xiang

Computer Engineering and Applications Journal

2011

Research on high efficiency mining frequent itemsets on association rules

Huaxiang Zhang

2011

Multi-view web spam detection method

Huaxiang Zhang

2011

Modified KNN algorithm for multi-label learning

Zhang Hua-xiang

Jisuanji yingyong yanjiu

2011

Security monitoring method for cloud data center

于治楼，Huaxiang Zhang，Ying Fan

2011

Clustering Based Oversampling Approach for Minority Class Data

Huaxiang Zhang

2011

Clustering Based Bagging Algorithm on Imbalanced Data Sets

Xiao-Yan Sun, Huaxiang Zhang, Zhi-Chao Wang

2010

Creating ensembles of classifiers via fuzzy clustering and deflection

Huaxiang Zhang, Jing Lu

Fuzzy Sets Syst.

DOI

2009

一种Deep Web爬虫的设计与实现

荣光，张化祥

《计算机与现代化》

2009

Research on modified fuzzy C-means clustering algorithm

Zhang Hua-xiang

Computer Engineering and Applications Journal

2009

Huaxiang Zhang

2008

An adaptive policy gradient in learning Nash equilibria

Huaxiang Zhang, Ying Fan

Neurocomputing

DOI

2008

An Approach of Multiple Classifiers Ensemble Based on Feature Selection

Bing Chen, Huaxiang Zhang

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2008

Parameter Selection Method Based on Kernel Nearest Neighbor Classification

Zhang Hua-xiang

Jisuanji gongcheng

2008

A New Method of Mining Frequent-Item

Zhang Hua-xiang

Computer Technology and Development

2008

A Novel Clusterer Ensemble Algorithm Based on Dynamic Cooperation

Kai Kang, Huaxiang Zhang, Ying Fan

范莹，张化祥，赵瑞东

《科技信息》

2007

A Summary of Kernel Methods and the Selection of the Kernel Parameters

Huaxiang Zhang

2007

A Fuzzy Approach to Ranking Hyperlinks

Huaxiang Zhang, Jing Lu

International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2006

基于超链接结构和向量空间模型的网页排序算法研究

杜光芹，张化祥

《信息技术与信息化》

2006

A Novel P2P Information Clustering and Retrieval Mechanism

Huaxiang Zhang, Pei-De Liu

International Conference on Advanced Data Mining and Applications

DOI

2006

The Algorithms of Web Page Ranking Based on Hyperlinks and VSM

Huaxiang Zhang

2006

Retrieval algorithm based on hyperlinks and content similarity

Zhang Hua-xiang

Journal of Computer Applications

2006

A Momentum-Based Approach to Learning Nash Equilibria

Huaxiang Zhang, Pei-De Liu

Fuzzy Reward Modeling for Run-Time Peer Selection in Peer-to-Peer Networks

Huaxiang Zhang, Xiyu Liu, Pei-De Liu

International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2004

多代理最优响应Q学习及收敛性证明

张化祥，黄上腾

《计算机科学》

2004

基于强化学习与对策的多代理协同技术

张化祥，黄上腾

《计算机科学》

2004

多代理信息融合算法

张化祥，裴炳镇，黄上腾

《计算机工程》

精选作品

期刊论文

Fuzzy clustering enhanced competitive swarm optimizer for balancing convergence and diversity in large-scale multiobjective optimization

基于空频级联网络的低光图像增强

CLEAR: Prototype-conditioned flow purification for LLM-based rumor detection with Dirichlet evidential learning

A Generalized Debiasing Framework to Remove Mixing Bias in Recommender Systems

Region-guided representation fusion and background consistency in mask-free image editing

Lightweight target network with cross-domain multi-source knowledge fusion for cross-modal hashing

Unsupervised multidimensional sample dynamic optimization for cross-modal hashing

Boosting the No-Reference Image Quality Assessment via Low-Quality Pseudo References

EffiPOI: A Product Quantization Framework Based on Knowledge Distillation for Efficient POI Recommendations

DEANet : Adaptive RGB-T salient object detection with two-dimensional entropy-guided dual-domain feature interaction

SPENav: Dynamic Object Filtering With Spatial Perception Enhancement for Vision-Language Navigation

Unsupervised Multi-level Semantic Fusion-Driven Hashing for Cross-Modal Retrieval

Scene Graph Knowledge Enhanced Hashing With Contrastive Learning for Image-Text Retrieval

Prompt-Enhanced Multi-Modal Cross-Region POI Recommendations

VAGA: Multi-Granular Visual-Augmented Generative Alignment for Image-Text Retrieval

EventLens: Event-Aware Hierarchical Evidence Construction for Long-Video Understanding

Impact of alleviating misinformation: an impulsive buying-aware model for sequential recommendation

典型概念驱动的模态缺失深度跨模态检索

A group recommendation method based on automatically integrating members' preferences via taking advantages of LLM

External information-augmented contrastive learning framework for fake news detection

MDCNN: A multimodal dual-CNN recursive model for fake news detection via audio- and text-based speech emotion recognition

Combating deepfakes: an entropy-aware framework for detecting forged visual and textual information

Quarrels occurred matters: relevant-aware rumor detection with FK-BERT-enhanced Maak convolution

Pulse-strategy collective learning swarm optimizer for large-scale global optimization

Multi-strategy boosted dung beetle optimizer and its applications for photovoltaic models and engineering applications

Explicit semantic guided bi-incomplete multi-modal hashing with label co-occurrence and label graph constraints

Bidirectional Multimodal Knowledge Augmentation with Sparse Representation for Image-Text Retrieval

Multi-Granularity Semantic Association Learning for Cross-modal Hashing Retrieval

VisualRAG: Knowledge-Guided Retrieval Augmentation for Image-Text Matching

Graph Enhanced Cross-Modal Retrieval Based on Visual-Language Knowledge Distillation

Video Frame Enhancement based Text Semantic Fusion for Cross-modal Text-video Retrieval

Text-to-image person retrieval with implicit relation alignment and contrastive learning

Adaptive Region-Based Image Editing via Dynamic Bounding Box Optimization for Text-Guided Local Manipulation

SR-CIBN: Semantic relationship-based consistency and inconsistency balancing network for multimodal fake news detection

MSPL: Multi-granularity Semantic Prototype Learning for occluded person re-identification

Incomplete Multi-Modal Weakly-Supervised Hashing With Consensus Bipartite Graph

MFCQA: Multi-Range Feature Cross-Attention Mechanism for no-reference image quality assessment

SecureDA: Privacy-Preserving Source-Free Domain Adaptation for Person Re-Identification

Multi-strategy differential evolution algorithm based on adaptive hash clustering and its application in wireless sensor networks

Self-similarity guided probabilistic embedding matching based on transformer for occluded person re-identification

NSEP: Early fake news detection via news semantic environment perception

An Efficient Growth Optimizer with Adaptive Parameters and Targeted Stochastic Mutation Strategies for Global Optimization

Semantic-Consistent CLIP in Generative Adversarial Networks for Text-to-Image Synthesis

Texture-Content Dual Guided Network for Visible and Infrared Image Fusion

Text-Guided Local Control for Regional Editing

Integrating Expert Knowledge into Adversarial Model for Enhanced Text-to-Image Synthesis

Spatial–spectral unfolding network with mutual guidance for multispectral and hyperspectral image fusion

Heterogeneous Generative Tokens and Distance-Aware Recovery Network for Occluded Person Re-Identification

Temporal-aware Bidirectional Attention Network for Video-Text Retrieval

A Unified Contrastive Framework with Multi-Granularity Fusion for Text-to-Image Generation

Hypergraph clustering based multi-label cross-modal retrieval

Joint-Modal Graph Convolutional Hashing for unsupervised cross-modal retrieval

Transformer-based single view joint prototype features adversarial reconstruction of probabilistic point cloud

Robust Tensor Subspace Learning for Incomplete Multi-View Clustering

Instance-level Adversarial Source-free Domain Adaptive Person Re-identification

Bridging the gap: dual perception attention and local-global similarity fusion for cross-modal image-text matching

Locally controllable network based on visual–linguistic relation alignment for text-to-image generation

Spectral–Spatial Dual Graph Unfolding Network for Multispectral and Hyperspectral Image Fusion

AAMT: Adversarial Attack-Driven Mutual Teaching for Source-Free Domain-Adaptive Person Reidentification

Multiview Hypergraph Fusion Network for Change Detection in High-Resolution Remote Sensing Images

Multi-Facet Weighted Asymmetric Multi-Modal Hashing Based on Latent Semantic Distribution

Multimodal fake news detection via progressive fusion networks

联邦无监督跨模态哈希

An efficient Optimization State-based Coyote Optimization Algorithm and its applications

A hierarchical learning based artificial bee colony algorithm for numerical global optimization and its applications

Hierarchical Competitive Differential Evolution for Global Optimization

Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight

Incomplete Cross-Modal Retrieval with Deep Correlation Transfer

User Preference Learning based on Automatic Environment Classification for General Debiasing in Recommendation Systems

Source-free Style-diversity Adversarial Domain Adaptation with Privacy-preservation for person re-identification

Giving Text More Imagination Space for Image-text Matching

Generative adversarial text-to-image generation with style image constraint

Shape Retention Based 3D Point Cloud Reconstruction from a Single Image

Multi-level adversarial attention cross-modal hashing

Multi-label adversarial fine-grained cross-modal retrieval

Effective Occlusion Suppression Network via Grouped Pose Estimation for Occluded Person Re-Identification

CanBiPT: Cancelable biometrics with physical template

3D pedestrian localization fusing via monocular camera