刘华文｜绍兴文理学院｜学者主页

2026

A dual-task-assisted self-organizing map evolutionary algorithm for constraining multimodal multi-objective optimization

Qianlin Ye, Zongda Wu, Keli Hu, Huawen Liu, Guoqing Li, Wan-Liang Wang

Swarm and Evolutionary Computation

DOI

2026

BRFANet: A Boundary-Refined Attention Network for Breast Ultrasound Segmentation

Bowen Xiong, Chen Wang, Siyuan Zhang, Huawen Liu

Knowledge Science, Engineering and Management

DOI

2025

Efficient Agent Attention Mechanisms for the Colored Traveling Salesperson Problem via Convolution-Augmented Design

Pei Wang, Huawen Liu, Chen Wang, Qi Li, Dong-Hua Yu, Bowen Xiong

2025 IEEE 2nd International Conference on Big Data Science and Engineering (ICBDSE)

DOI

2025

Information preservation-based hashing for image retrieval

Xiuqing Wang, Huawen Liu, Zhi-Yun Zhao, Zongda Wu, Zhixin Li

Journal of Big Data

DOI

2025

Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction

Zhoujie Xu, Meng Dai, Qing Zhang, Huawen Liu

Knowledge Science, Engineering and Management

DOI

2025

Outlier detection using local density and global structure

Huawen Liu, Shi-Chao Zhang, Zongda Wu, Xue-Long Li

Pattern Recognition

DOI

2024

Drug-target interaction prediction based on improved heterogeneous graph representation learning and feature projection classification

Donghua Yu, Huawen Liu, Shuang Yao

Expert Systems With Applications，Vol. 252

DOI

2024

Refining Codes for Locality Sensitive Hashing

Huawen Liu, Wenhua Zhou, Zongda Wu, Shenmin Zhang, Gang Li, Xue-Long Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2024

Enhancing NER with Sentence-Level Entity Detection as an Simple Auxiliary Task

Chen Wang, Cong Hu, Jiang Zhong, Huawen Liu, Qi Li, Donghua Yu, Xue Li

APWeb/WAIM

DOI

2024

An improved deep hashing model for image retrieval with binary code similarities

Huawen Liu, Zongda Wu, Minghao Yin, Donghua Yu, Xinzhong Zhu, Jungang Lou

Journal of Big Data

DOI

2024

Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling

Zehong Wang, Donghua Yu, Shi-Gen Shen, Shichao Zhang, Huawen Liu, Shuang Yao, Mao-Zu Guo

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Amharic spoken digits recognition using convolutional neural network

T. Ayall, Chang-Jun Zhou, Huawen Liu, Getnet Mezgebu Brhanemeskel, S. Abate, Michael Adjeisah

Journal of Big Data

DOI

2024

LGAD: Local and Global Attention Distillation for Efficient Semantic Segmentation

Chen Wang, Yafei Qi, Qi Li, Huawen Liu

European Conference on Artificial Intelligence

DOI

2023

基于二阶近邻的异常检测

卢梦茹，周昌军，刘华文，徐晓丹

《计算机系统应用》

2023

两阶段的近邻密度投票模拟离群点检测算法

郑忠龙，曾心，刘华文

《郑州大学学报(工学版)》

2023

Bit Reduction for Locality-Sensitive Hashing

Huawen Liu, Wenhua Zhou, Hong Zhang, Gang Li, Shenmin Zhang, Xue-Long Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

Dual-attention Network for View-invariant Action Recognition

Gedamu Alemu Kumie, Maregu Assefa Habtie, T. Ayall, Changjun Zhou, Huawen Liu, Abegaz Mohammed Seid, A. Erbad

Complex & Intelligent Systems

DOI

2023

PLDH: Pseudo-Labels Based Deep Hashing

Huawen Liu, Minhao Yin, Zongda Wu, Liping Zhao, Qi Li, Xinzhong Zhu, Zhonglong Zheng

Mathematics

DOI

2022

Cross channel aggregation similarity network for salient object detection

Liyuan Chen, Huawen Liu, Jiashuaizi Mo, Dawei Zhang, Jie Yang, Fei-Long Lin, Zhonglong Zheng, Riheng Jia

International Journal of Machine Learning and Cybernetics

DOI

2022

Deep Pattern Discovery for Big Multimedia Data

Chengyuan Zhang, Huawen Liu, Weiren Yu

Multimedia tools and applications

DOI

2022

Hash learning with approximate distance

Jinzhuang Liu, Xiao-Dan Xu, Zhonglong Zheng, Huawen Liu

2022 12th International Conference on Information Technology in Medicine and Education (ITME)v

DOI

2022

Locality sensitive hashing with bit selection

Wenhua Zhou, Huawen Liu, Jungang Lou, Xin Chen

Applied intelligence (Boston)

DOI

2022

A mutual neighbor-based clustering method and its medical applications

Jun Chen, Xinzhong Zhu, Huawen Liu

Comput. Biol. Medicine

DOI

2021

基于特征选择的局部敏感哈希位选择算法

周文桦，刘华文，李恩慧

《大数据》

2021

Anomaly Detection With Representative Neighbors

Huawen Liu, Xiao-Dan Xu, Enhui Li, Shi-Chao Zhang, Xue-Long Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Anomaly Detection With Kernel Preserving Embedding

Huawen Liu, Enhui Li, Xinwang Liu, Kaile Su, Shi-Chao Zhang

ACM Transactions on Knowledge Discovery from Data

DOI

2021

Variational multimodal machine translation with underlying semantic alignment

Xiao Liu, Jing Zhao, Shiliang Sun, Huawen Liu, Hao Yang

Information Fusion

DOI

2020

基于伪成对标签的深度无监督哈希学习

林计文，刘华文

《模式识别与人工智能》

DOI

2020

面向图像检索的深度汉明嵌入哈希

林计文，刘华文，郑忠龙

《模式识别与人工智能》

DOI

2020

基于稀疏表征的异常点检测方法

徐晓丹，姚明海，刘华文

《华中科技大学学报(自然科学版)》

DOI

2020

Outlier Detection via Kernel Preserving Embedding and Random Walk

Enhui Li, Huawen Liu, Kaile Su, Shi-Chao Zhang

2020 IEEE International Conference on Knowledge Graph (ICKG)

DOI

2019

基于特征图切分的轻量级卷积神经网络

张雨丰，郑忠龙，刘华文，向道红，何小卫，李知菲，何依然，KHODJA Abd Erraouf

《模式识别与人工智能》

DOI

2019

Adaptive Hashing With Sparse Matrix Factorization

Huawen Liu, Xue-Long Li, Shi-Chao Zhang, Qi Tian

IEEE Transactions on Neural Networks and Learning Systems

DOI

2019

Recent Progress of Anomaly Detection

Xiao-Dan Xu, Huawen Liu, Ming-Hai Yao

Complex

DOI

2018

结合局部敏感哈希和随机游走的异常检测算法

舒敏，刘华文，郑忠龙，徐晓丹

《计算机科学与探索》

2018

Efficient Outlier Detection for High-Dimensional Data

Huawen Liu, Xue-Long Li, Jiuyong Li, Shi-Chao Zhang

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2018

Foreword to the special issue on recent advances on pattern recognition and artificial intelligence

Huawen Liu, Jian-Ping Yin, Xudong Luo, Shi-Chao Zhang

Neural computing & applications (Print)

DOI

2018

A Comparison of Outlier Detection Techniques for High-Dimensional Data

Xiao-Dan Xu, Huawen Liu, Li Li, Ming-Hai Yao

International Journal of Computational Intelligence Systems

DOI

2017

Nonparametric Sparse Matrix Decomposition for Cross-View Dimensionality Reduction

Huawen Liu, Lin Liu, T. D. Le, Ivan Lee, Shiliang Sun, Jiuyong Li

IEEE transactions on multimedia

DOI

2017

マルチラベル分類のための学習事例相関関数【Powered by NICT】

Huawen Liu, Xue-Long Li, Shi-Chao Zhang

2016

基于邻域离散度的异常点检测算法

沈琰辉，刘华文，徐晓丹，赵建民，陈中育

《计算机科学与探索》

2016

Robust Object Tracking Based on Collaborative Model via L2-Norm Minimization

Xiaokang Qiao, Kaile Su, Zhonglong Zheng, Huawen Liu, Xiao-Wei He

Chinese Conference on Pattern Recognition

DOI

2016

Regularized partial least squares for multi-label learning

Huawen Liu, Zongjie Ma, Jian-Min Han, Zhongyu Chen, Zhonglong Zheng

International Journal of Machine Learning and Cybernetics

DOI

2016

Group and collaborative dictionary pair learning for face recognition

Minqi Mao, Zhonglong Zheng, Zhongyu Chen, Huawen Liu, Xiao-Wei He, Ronghua Ye

International Conference on Pattern Recognition

DOI

2016

Neighbor selection for multilabel classification

Huawen Liu, Xindong Wu, Shi-Chao Zhang

Neurocomputing

DOI

2016

A Novel Isolation-Based Outlier Detection Method

Yanhui Shen, Huawen Liu, Yanxia Wang, Zhongyu Chen, Guang-Hua Sun

Pacific Rim International Conference on Artificial Intelligence

DOI

2016

Two-dimensional PCA hashing and its extension

Minqi Mao, Zhonglong Zheng, Zhongyu Chen, Huawen Liu, Xiao-Wei He, Ronghua Ye

International Conference on Pattern Recognition

DOI

2015

基于kNN的多标签分类预处理方法

徐晓丹，姚明海，刘华文，郑忠龙

《计算机科学》

2015

离散合取聚合算子的迁移性

詹行，苏勇，刘华文

《计算机科学与探索》

2015

基于信息增益的多标签特征选择算法

李玲，刘华文，徐晓丹，赵建民

《计算机科学》

2015

基于信息增益的多标签特征选择算法 (Multi-label Feature Selection Algorithm Based on Information Gain)

Ling Li, Huawen Liu, Xiao-Dan Xu, Jianmin Zhao

《计算机科学》

DOI

2015

基于kNN的多标签分类预处理方法 (Pre-processing Method of Multi-label Classification Based on kNN)

Xiao-Dan Xu, Ming-Hai Yao, Huawen Liu, Zhonglong Zheng

《计算机科学》

DOI

2015

Multi-label classification via PCA-PLS

Zongjie Ma, Huawen Liu

Communication Systems and Applications

2015

Penalized partial least square discriminant analysis with l1 for multi-label data

Huawen Liu, Zongjie Ma, Shi-Chao Zhang, Xindong Wu

Pattern Recognition

DOI

2014

MLSLR: Multilabel Learning via Sparse Logistic Regression

Huawen Liu, Shi-Chao Zhang, Xindong Wu

Information Sciences

DOI

2014

Fisher discrimination based low rank matrix recovery for face recognition

Zhonglong Zheng, Mudan Yu, Jiong Jia, Huawen Liu, Dao-Hong Xiang, Xiaoqiao Huang, Jie Yang

Pattern Recognition

DOI

2014

Compressed partial least squares regression: A supervised method for multi-label data

Zongjie Ma, Huawen Liu, Zhonglong Zheng, Jianmin Zhao, Xiao-Dan Xu

International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2014

Multi-label Feature Selection via Information Gain

Ling Li, Huawen Liu, Zongjie Ma, Yuchang Mo, Zheng-Jie Duan, Jiaqing Zhou, Jianmin Zhao

International Conference on Advanced Data Mining and Applications

DOI

2014

A NEW SUPERVISED FEATURE SELECTION METHOD FOR PATTERN CLASSIFICATION

Huawen Liu, Xindong Wu, Shi-Chao Zhang

International Conference on Climate Informatics

DOI

2014

PPML: Penalized Partial Least Squares Discriminant Analysis for Multi-Label Learning

Zongjie Ma, Huawen Liu, Kaile Su, Zhonglong Zheng

Interational Conference on Web-Age Information Management

DOI

2013

基于典型相关分析的复杂网络模块挖掘算法

叶育鑫，赵建民，莫毓昌，欧阳丹彤，刘华文

《吉林大学学报(工学版)》

2013

抵制多敏感属性关联攻击的(l,m)-多样性模型

罗方炜，韩建民，鲁剑峰，刘华文

《小型微型计算机系统》

2013

An Ensemble Method for High-Dimensional Multilabel Data

Huawen Liu, Zhonglong Zheng, Jianmin Zhao, Ronghua Ye

DOI

2013

Exploring Groups from Heterogeneous Data via Sparse Learning

Huawen Liu, Jiuyong Li, Lin Liu, Ji-Xue Liu, Ivan Lee, Jianmin Zhao

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2013

Conditional Dynamic Mutual Information-Based Feature Selection

Huawen Liu, Yuchang Mo, Jianmin Zhao

Computing and informatics

2012

A New Multi-label Learning Algorithm Using Shelly Neighbors

Huawen Liu, Shi-Chao Zhang, Jianmin Zhao, Jianbin Wu, Zhonglong Zheng

International Conference on Advanced Data Mining and Applications

DOI

2012

Noisy data elimination using mutual k-nearest neighbor for classification mining

Huawen Liu, Shi-Chao Zhang

Journal of Systems and Software

DOI

2012

Sparse Discriminating Neighborhood Preserving Embedding

Li Guo, Zhonglong Zheng, Jiong Jia, Huawen Liu, Dao-Hong Xiang

Artificial Intelligence and Computational Intelligence

DOI

2011

Feature selection using hierarchical feature clustering

Huawen Liu, Xindong Wu, Shi-Chao Zhang

International Conference on Information and Knowledge Management

DOI

2011

A multi-label classification algorithm based on label-specific features

Huaqiao Qu, Shi-Chao Zhang, Huawen Liu, Jianmin Zhao

Wuhan University Journal of Natural Sciences

DOI

2011

A new feature selection method based on clustering

Huawen Liu, Yuchang Mo, Jiyi Wang, Jianmin Zhao

International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2011

An Effective Feature Selection Method Using Dynamic Information Criterion

Huawen Liu, Min-Shuo Li, Jianmin Zhao, Yuchang Mo

Artificial Intelligence and Computational Intelligence

DOI

2011

A fast pruning redundant rule method using Galois connection

Huawen Liu, Lei Liu, Huijie Zhang

Applied Soft Computing

DOI

2010

Fully implicational methods for approximate reasoning based on interval-valued fuzzy sets

Huawen Liu

Journal Of Systems Engineering And Electronics，Vol. 210, No. 20

DOI

2010

A New Classification Algorithm Using Mutual Nearest Neighbors

Huawen Liu, Shi-Chao Zhang, Jianmin Zhao, Xiangfu Zhao, Yuchang Mo

2010 Ninth International Conference on Grid and Cloud Computing

DOI

2010

Ensemble gene selection by grouping for microarray data classification

Huawen Liu, Lei Liu, Huijie Zhang

Journal of Biomedical Informatics

DOI

2010

Ensemble gene selection for cancer classification

Huawen Liu, Lei Liu, Huijie Zhang

Pattern Recognition

DOI

2009

Post-processing of associative classification rules using closed sets

Huawen Liu, Jigui Sun, Huijie Zhang

Expert Systems With Applications，Vol. 36, No. 3

DOI

2009

Boosting feature selection using information metric for classification

Huawen Liu, Lei Liu, Huijie Zhang

Neurocomputing

DOI

2009

Extended Pawlak's Flow Graphs and Information Theory

Huawen Liu, Ji-Gui Sun, Huijie Zhang, Lei Liu

IFIP International Conference on Theoretical Computer Science

DOI

2009

Feature selection with dynamic mutual information

Huawen Liu, Ji-Gui Sun, Lei Liu, Huijie Zhang

Pattern Recognition

DOI

2009

Post-Processing for Rule Reduction Using Closed Set

Huawen Liu, Ji-Gui Sun, Huijie Zhang

DOI

2008

Feature Selection Using Mutual Information: An Experimental Study

Huawen Liu, Lei Liu, Huijie Zhang

Pacific Rim International Conference on Artificial Intelligence

DOI

2008

Interpretation of Extended Pawlak Flow Graphs Using Granular Computing

Huawen Liu, Ji-Gui Sun, Huijie Zhang

Trans. Rough Sets

DOI

2007

Inference and Reformation in Flow Graphs Using Granular Computing

Huawen Liu, Ji-Gui Sun, Chang-Song Qi, Xi Bai

Rough Sets and Intelligent Systems Paradigms

DOI

2007

A Multistage Rule Induction Algorithm in Classification

Ji-Gui Sun, Huawen Liu, Chang-Song Qi

International journal of pattern recognition and artificial intelligence

DOI

2007

Towards a Wrapper-Driven Ontology-Based Framework for Knowledge Extraction

Ji-Gui Sun, Xi Bai, Ze-Hai Li, Hai-Yan Che, Huawen Liu

Knowledge Science, Engineering and Management

DOI

2006

An Extension of Pawlak's Flow Graphs

Ji-Gui Sun, Huawen Liu, Huijie Zhang

Rough Sets and Knowledge Technology

DOI

2006

An Interpretation of Flow Graphs by Granular Computing

Ji-Gui Sun, Huawen Liu, Chang-Song Qi, Huijie Zhang

International Conference on Rough Sets and Current Trends in Computing

DOI

2004

模糊模式识别的基础——相似度量

刘华文

《模式识别与人工智能》

2004

多目标模糊决策的Vague集方法

刘华文

《系统工程理论与实践》，Vol. 24, No. 5

下载原文

2004

Vague集之间的相似度量及其在模式识别中的应用

刘华文

《山东大学学报(工学版)》

2004

基于Vague集包含度的模糊多目标决策

刘华文

《中国管理科学》，Vol. 12, No. 4

下载原文

2003

模糊T-粗集的粗糙性测量

刘华文，史开泉

《计算机科学》

精选作品

期刊论文

A dual-task-assisted self-organizing map evolutionary algorithm for constraining multimodal multi-objective optimization

BRFANet: A Boundary-Refined Attention Network for Breast Ultrasound Segmentation

Efficient Agent Attention Mechanisms for the Colored Traveling Salesperson Problem via Convolution-Augmented Design

Information preservation-based hashing for image retrieval

Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction

Outlier detection using local density and global structure

Drug-target interaction prediction based on improved heterogeneous graph representation learning and feature projection classification

Refining Codes for Locality Sensitive Hashing

Enhancing NER with Sentence-Level Entity Detection as an Simple Auxiliary Task

An improved deep hashing model for image retrieval with binary code similarities

Select Your Own Counterparts: Self-Supervised Graph Contrastive Learning With Positive Sampling

Amharic spoken digits recognition using convolutional neural network

LGAD: Local and Global Attention Distillation for Efficient Semantic Segmentation

基于二阶近邻的异常检测

两阶段的近邻密度投票模拟离群点检测算法

Bit Reduction for Locality-Sensitive Hashing

Dual-attention Network for View-invariant Action Recognition

PLDH: Pseudo-Labels Based Deep Hashing

Cross channel aggregation similarity network for salient object detection

Deep Pattern Discovery for Big Multimedia Data

Hash learning with approximate distance

Locality sensitive hashing with bit selection

A mutual neighbor-based clustering method and its medical applications

基于特征选择的局部敏感哈希位选择算法

Anomaly Detection With Representative Neighbors

Anomaly Detection With Kernel Preserving Embedding

Variational multimodal machine translation with underlying semantic alignment

基于伪成对标签的深度无监督哈希学习

面向图像检索的深度汉明嵌入哈希

基于稀疏表征的异常点检测方法

Outlier Detection via Kernel Preserving Embedding and Random Walk

基于特征图切分的轻量级卷积神经网络

Adaptive Hashing With Sparse Matrix Factorization

Recent Progress of Anomaly Detection

结合局部敏感哈希和随机游走的异常检测算法

Efficient Outlier Detection for High-Dimensional Data

Foreword to the special issue on recent advances on pattern recognition and artificial intelligence

A Comparison of Outlier Detection Techniques for High-Dimensional Data

Nonparametric Sparse Matrix Decomposition for Cross-View Dimensionality Reduction

マルチラベル分類のための学習事例相関関数【Powered by NICT】

基于邻域离散度的异常点检测算法

Robust Object Tracking Based on Collaborative Model via L2-Norm Minimization

Regularized partial least squares for multi-label learning

Group and collaborative dictionary pair learning for face recognition

Neighbor selection for multilabel classification

A Novel Isolation-Based Outlier Detection Method

Two-dimensional PCA hashing and its extension

基于kNN的多标签分类预处理方法

离散合取聚合算子的迁移性

基于信息增益的多标签特征选择算法

基于信息增益的多标签特征选择算法 (Multi-label Feature Selection Algorithm Based on Information Gain)

基于kNN的多标签分类预处理方法 (Pre-processing Method of Multi-label Classification Based on kNN)

Multi-label classification via PCA-PLS

Penalized partial least square discriminant analysis with l1 for multi-label data

MLSLR: Multilabel Learning via Sparse Logistic Regression

Fisher discrimination based low rank matrix recovery for face recognition

Compressed partial least squares regression: A supervised method for multi-label data

Multi-label Feature Selection via Information Gain

A NEW SUPERVISED FEATURE SELECTION METHOD FOR PATTERN CLASSIFICATION

PPML: Penalized Partial Least Squares Discriminant Analysis for Multi-Label Learning

基于典型相关分析的复杂网络模块挖掘算法

抵制多敏感属性关联攻击的(l,m)-多样性模型

An Ensemble Method for High-Dimensional Multilabel Data

Exploring Groups from Heterogeneous Data via Sparse Learning

Conditional Dynamic Mutual Information-Based Feature Selection

A New Multi-label Learning Algorithm Using Shelly Neighbors

Noisy data elimination using mutual k-nearest neighbor for classification mining

Sparse Discriminating Neighborhood Preserving Embedding

Feature selection using hierarchical feature clustering

A multi-label classification algorithm based on label-specific features

A new feature selection method based on clustering

An Effective Feature Selection Method Using Dynamic Information Criterion

A fast pruning redundant rule method using Galois connection

Fully implicational methods for approximate reasoning based on interval-valued fuzzy sets

A New Classification Algorithm Using Mutual Nearest Neighbors

Ensemble gene selection by grouping for microarray data classification

Ensemble gene selection for cancer classification

Post-processing of associative classification rules using closed sets