刘华中｜海南大学｜学者主页

2026

社会空间学习分析的循证研究：ETBS整合框架构建及案例分析

丁继红，罗寒，夏冰，刘华中

《远程教育杂志》，Vol. 44, No. 2

下载原文

2026

LVProv: A Lightweight Blockchain-Anchored Verifiable Provenance Scheme for High-Dimensional Data

Xixun Yu, Yu-Hang Xiao, Huazhong Liu, Zheng Yan, Laurence T. Yang

International Workshop on Quality of Service

DOI

2026

HOSVD++: A Tensor-Based High Order SVD++ Recommendation System

Jia-Wei Wang, S. Gu, Xiaotong Zhou, Ren Li, Yuxian Zheng, De-Bin Liu, Ruonan Zhao, Huazhong Liu, M. J. Deen

Big Data Mining and Analytics

DOI

2026

Tensor-Train-Based Tensor Union for Data Fusion With Its Multi-Modal Accurate Prediction

Jing Guo, Huazhong Liu, Ji-Hong Ding, Xiao-Tong Zhou, Wei-Min Li, Jia-Wei Wang

IEEE transactions on consumer electronics

DOI

2026

CTMamba: Cross-Temporal Fusion in a Hybrid Transformer-Mamba Architecture for Traffic Flow Prediction

Yongqing Zhang, Huazhong Liu, Jihong Ding

International Conference on Database Systems for Advanced Applications

DOI

2026

Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment Analysis

Wenxuan Zhang, Ji-Hong Ding, Huazhong Liu, Ting-Ting Han, Yuan-Hang Liu, Laurance T. Yang

Big Data Mining and Analytics

DOI

2026

Integrating AI-enhanced 4C/ID scaffolding into rural STEM education: supporting complex problem solving and learning outcomes

Jihong Ding, Huazhong Liu, James D. Slotta

Interactive Learning Environments

DOI

2026

PCCA-DARTS: Progressive Partial Channel Connection Based on Cross-Channel Attention for Differentiable Architecture Search

Yuan Tian, Huazhong Liu, Runbo Zhang, Jihong Ding, Ren Li, Zhong-Ying Wu

IEEE Transactions on Computational Social Systems

DOI

2025

Understanding collaborative programming dynamics: The role of prior knowledge, engagement and ICAP learning modes

Jihong Ding, Zhihao Fan, Huazhong Liu, James Slotta, Feng Ji, Kefeng Hu

International Journal Of Computer-Supported Collaborative Learning

DOI

2025

基于AHP-BPNN方法的高校学生人工智能素养指标体系构建

丁继红，郭丽媛，张文轩，刘华中

《远程教育杂志》，Vol. 43, No. 1

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2025

QSMT: Query-Shared Multimodal Transformer for Multimodal Sentiment Analysis

Huazhong Liu, Yuan-Hang Liu, Ji-Hong Ding, Wenxuan Zhang

Pacific-Asia Conference on Knowledge Discovery and Data Mining

DOI

2025

Cloud-Edge Collaborative Scalable Tucker-Based Tensor Computations for Ubiquitous Consumer Electronics Data

Huazhong Liu, Weiyuan Zhang, Ren Li, Yunfan Zhang, Ji-Hong Ding, Guangshun Zhang, Han-Ning Zhang, Laurance T. Yang

IEEE transactions on consumer electronics

DOI

2025

Class Activation Values: Lucid and Faithful Visual Interpretations for CLIP-based Text-Image Retrievals

Pengxu Chen, Huazhong Liu, Ji-Hong Ding, Xinghao Huang, Shaojun Zou, Laurence T. Yang

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2025

ASLM-Shard: Efficient Account Shuffling Based on Lightweight Migration in Sharded Blockchain

Shao-Jie Liu, Huazhong Liu, Ji-Hong Ding, Xiaoxue Yin, Yong-Gu Wang, Lixin Gan

IEEE International Symposium on Reliable Distributed Systems

DOI

2025

Differential Privacy Based Multiuser Multivariate Multiorder Markov Trajectory Prediction in Edge-Cloud Environment

Xiaoxue Yin, Huazhong Liu, Ji-Hong Ding, Jing Guo, Zhong-Ying Wu, Laurance T. Yang, Peng Tan, Haihong Li

IEEE Transactions on Artificial Intelligence

DOI

2025

Tensor-based task allocation using multi-objective optimization in GECC environment

Huazhong Liu, Longtao Huang, Yuan Tian, Jihong Ding, Xiaoxue Yin, Guang-Xin Zhang

Computer Communications

DOI

2025

Tucker-Based High-Accuracy Multi-Modal Clustering for Social Information Network

Ren Li, Huazhong Liu, Xiaotong Zhou, Jia-Wei Wang, Ji-Hong Ding, Laurance T. Yang, Hua Li, Yunfan Zhang

IEEE Transactions on Big Data

DOI

2024

Time-aware multi-behavior graph network model for complex group behavior prediction

Xiao Yu, Weimin Li, Cai Zhang, Jingchao Wang, Yan Zhao, Fangfang Liu, Quanke Pan, Huazhong Liu, Jihong Ding, Dehua Chen

Information Processing & Management，Vol. 61, No. 3

DOI

2024

基于协作编程多模态数据的学习投入可视化及关联分析——理解行为、认知、社会、情感的交互关系及对学习的影响

丁继红，范志浩，刘华中

《远程教育杂志》，No. 4

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2024

Tensor-Train-Based Incremental High Order Dominant Z-Eigen Decomposition for Multi-Modal Intelligent Transportation Prediction

Huazhong Liu, Yunfan Zhang, Ji-Hong Ding, Han-Ning Zhang, Laurence T. Yang, Xiao-Kang Zhou

IEEE transactions on intelligent transportation systems (Print)

DOI

2024

MvTuckER: Multi-view knowledge graphs representation learning based on tensor tucker model

Hao Wang, Jing Yang, Laurence T. Yang, Yuan Gao, Ji-Hong Ding, Xiao-Kang Zhou, Huazhong Liu

Information Fusion

DOI

2024

Efficient Tensor-Based Fine-Tuning for Subject-Driven Image Editing on Diffusion Models

Huazhong Liu, Jiawen Luo, Ji-Hong Ding, Pengxu Chen, Ren Li

IEEE International Conference on High Performance Computing and Communications

DOI

2024

Multi-view Negative-Free Contrastive Learning on Adaptive Graph Augmentation

Xing Wang, Huazhong Liu, Ji-Hong Ding, Peng Tan

IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing

DOI

2024

Holistic-CAM: Ultra-lucid and Sanity Preserving Visual Interpretation in Holistic Stage of CNNs

Pengxu Chen, Huazhong Liu, Ji-Hong Ding, Jiawen Luo, Peng Tan, Laurance T. Yang

ACM Multimedia

DOI

2023

High-Order Faithful Interpretation Methods for Tensor-Based CNNs

Pengxu Chen, Huazhong Liu, Han-Ning Zhang, Ji-Hong Ding, Yunfan Zhang, Dehua Chen

2023 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom)

DOI

2023

Tensor-Train-Based Multiuser Multivariate Multiorder Physical Markov Process Informed Multimodal Prediction for Industrial Trajectory Applications

Huazhong Liu, Jia-Wei Wang, Xiaoxue Yin, Ji-Hong Ding, L. Yang, Tong Yao, Jing Yang, Yuan Gao

IEEE Transactions on Industrial Informatics

DOI

2023

Tensor-Train-based Lightweight Encryption in Federated Cloud Environments

Jian-Feng Ma, Yunfan Zhang, Huazhong Liu, Peng Tan, Jihong Ding, Qiao Pan

International Conference on Parallel and Distributed Systems

DOI

2022

Tensor-Based Knowledge Fusion and Reasoning for Cyberphysical-Social Systems: Theory and Framework

Jing Yang, L. Yang, Yuan Gao, Huazhong Liu, Hao Wang, Xia Xie

IEEE Systems Man and Cybernetics Magazine

DOI

2022

An Incremental Boolean Tensor Factorization for Knowledge Reasoning in Artificial Intelligence of Things

Jing Yang, L. Yang, Yuan Gao, Huazhong Liu, Xia Xie

IEEE Transactions on Industrial Informatics

DOI

2021

Tensor Graph Attention Network for Knowledge Reasoning in Internet of Things

Jing Yang, L. Yang, Hao Wang, Yuan Gao, Huazhong Liu, Xiao-Meng Xie

IEEE Internet of Things Journal

DOI

2021

Tensor-Train-Based Higher Order Dominant Z-Eigen Decomposition for Multi-Modal Prediction and Its Cloud/Edge Implementation

Huazhong Liu, L. Yang, Tong Yao, Ji-Hong Ding, An-Yuan Deng

IEEE Transactions on Network Science and Engineering

DOI

2021

Tensor-Train-Based High-Order Dominant Eigen Decomposition for Multimodal Prediction Services

Huazhong Liu, L. Yang, Ji-Hong Ding, Yimu Guo, Stephen S. Yau

IEEE transactions on engineering management

DOI

2021

Tensor-Based Recurrent Neural Network and Multi-Modal Prediction With Its Applications in Traffic Network Management

Qing Wu, Zhe Jiang, Kewei Hong, Huazhong Liu, L. Yang, Ji-Hong Ding

IEEE Transactions on Network and Service Management

DOI

2020

Multiuser Multivariate Multiorder Markov-Based Multimodal User Mobility Pattern Prediction

Ji-Hong Ding, Huazhong Liu, L. Yang, Tong Yao, Wu-Heng Zuo

IEEE Internet of Things Journal

DOI

2020

Scalable Tensor-Train-Based Tensor Computations for Cyber–Physical–Social Big Data

Huazhong Liu, L. Yang, Ji-Hong Ding, Yimu Guo, Xia Xie, Zhi-Jie Wang

IEEE Transactions on Computational Social Systems

DOI

2020

Multi-Dimensional Correlative Recommendation and Adaptive Clustering via Incremental Tensor Decomposition for Sustainable Smart Education

Huazhong Liu, Ji-Hong Ding, L. Yang, Yimu Guo, Xiao-Kang Wang, An-Yuan Deng

IEEE Transactions on Sustainable Computing

DOI

2019

融合专家分类与情境语义标注的学习资源表征方法

丁继红，罗寒，刘华中，王永固

《远程教育杂志》，Vol. 37, No. 3

下载原文 DOI

2019

A Holistic Optimization Framework for Mobile Cloud Task Scheduling

Huazhong Liu, Jie-xin Pu, L. Yang, Man Lin, Dexiang Yin, Yimu Guo, Xingyu Chen

IEEE Transactions on Sustainable Computing

DOI

2019

Multivariate Multi-Order Markov Multi-Modal Prediction With Its Applications in Network Traffic Management

Huazhong Liu, L. Yang, Jin-Jun Chen, Minghao Ye, Ji-Hong Ding, Liwei Kuang

IEEE Transactions on Network and Service Management

DOI

2018

大数据环境下基于多维关联分析的学习资源精准推荐

丁继红，刘华中

《电化教育研究》，Vol. 39, No. 2

下载原文 DOI

2018

A Tensor-Based Holistic Edge Computing Optimization Framework for Internet of Things

Huazhong Liu, L. Yang, Man Lin, Dexiang Yin, Yimu Guo

IEEE Network

DOI

2018

Digital Educational Resources Configuration Model and Mechanisms for K-12 in China

Ji-Hong Ding, Huazhong Liu, Mengsha Wen, Wen-Zheng Yang, Bo Jiang

IEEE International Conference on Consumer Electronics

2018

An Incremental Tensor-Train Decomposition for Cyber-Physical-Social Big Data

Huazhong Liu, L. Yang, Yimu Guo, Xia Xie, Jian-Hua Ma

IEEE Transactions on Big Data

DOI

2017

影响教育资源选择的学习者模型构建

丁继红，刘华中

《远程教育杂志》，Vol. 35, No. 4

下载原文

2015

Construction of a digital learning environment based on cloud computing

Jihong Ding, Caiping Xiong, Huazhong Liu

British Journal Of Educational Technology，Vol. 460, No. 60

DOI

2015

NextMe: Localization Using Cellular Traces in Internet of Things

Da-Qiang Zhang, Shengjie Zhao, L. Yang, Min Chen, Yunsheng Wang, Huazhong Liu

IEEE Transactions on Industrial Informatics

DOI

2013

基于度量级融合的论文元数据提取方法

张付志，刘华中

《情报学报》，Vol. 32, No. 3

下载原文

2013

信息化促进地方高校人才培养模式创新的路径研究

丁继红，刘华中，杨琦

《九江学院学报(自然科学版)》

2013

Metadata Extraction Approach of PDF Documents Based on Measurement Fusion

Junmin Zhao, Huazhong Liu

J. Multim.

DOI

2013

Application of Production Rule in Intelligent Collaboration System of Information Appliances

Huazhong Liu, Jihong Ding, An-Yuan Deng

DOI

2012

面向PDF文档的论文元数据提取方法研究

刘华中

《燕山大学》

2012

Design of Digital Learning Environments Based on Cloud Computing

Huazhong Liu, Jihong Ding, An-Yuan Deng

International Conference on E-Business and E-Government

DOI

2012

Constructing Educational Technology Teaching Resource Database Based on Knowledge Management

Jihong Ding, Huazhong Liu

International Conference on E-Business and E-Government

DOI

2010

基于网络平台的实验室元件信息管理系统的设计与实现

袁开艳，丁继红，刘华中

《科技传播》

2010

简论数字水印在企业信息化中的应用

姜皓，刘华中

《硅谷》

2010

高阶Delaunay三角网在钉螺螺情信息系统中的应用研究

刘华中，姜浩，丁继红

《科技传播》

2010

Application of Bayesian Network Knowledge Reasoning Based on CBR in ITS

Jihong Ding, Huazhong Liu, An-Yuan Deng

2010 Third International Joint Conference on Computational Science and Optimization

DOI

2009

信息家电协作模型的研究及其实现

刘华中

《湖南师范大学》

精选作品

期刊论文

社会空间学习分析的循证研究：ETBS整合框架构建及案例分析

LVProv: A Lightweight Blockchain-Anchored Verifiable Provenance Scheme for High-Dimensional Data

HOSVD++: A Tensor-Based High Order SVD++ Recommendation System

Tensor-Train-Based Tensor Union for Data Fusion With Its Multi-Modal Accurate Prediction

CTMamba: Cross-Temporal Fusion in a Hybrid Transformer-Mamba Architecture for Traffic Flow Prediction

Improving Cross-Modal Semantic Alignment with Cross-Modal Joint Semantic Transformer for Multimodal Sentiment Analysis

Integrating AI-enhanced 4C/ID scaffolding into rural STEM education: supporting complex problem solving and learning outcomes

PCCA-DARTS: Progressive Partial Channel Connection Based on Cross-Channel Attention for Differentiable Architecture Search

Understanding collaborative programming dynamics: The role of prior knowledge, engagement and ICAP learning modes

基于AHP-BPNN方法的高校学生人工智能素养指标体系构建

QSMT: Query-Shared Multimodal Transformer for Multimodal Sentiment Analysis

Cloud-Edge Collaborative Scalable Tucker-Based Tensor Computations for Ubiquitous Consumer Electronics Data

Class Activation Values: Lucid and Faithful Visual Interpretations for CLIP-based Text-Image Retrievals

ASLM-Shard: Efficient Account Shuffling Based on Lightweight Migration in Sharded Blockchain

Differential Privacy Based Multiuser Multivariate Multiorder Markov Trajectory Prediction in Edge-Cloud Environment

Tensor-based task allocation using multi-objective optimization in GECC environment

Tucker-Based High-Accuracy Multi-Modal Clustering for Social Information Network

Time-aware multi-behavior graph network model for complex group behavior prediction

基于协作编程多模态数据的学习投入可视化及关联分析——理解行为、认知、社会、情感的交互关系及对学习的影响

Tensor-Train-Based Incremental High Order Dominant Z-Eigen Decomposition for Multi-Modal Intelligent Transportation Prediction

MvTuckER: Multi-view knowledge graphs representation learning based on tensor tucker model

Efficient Tensor-Based Fine-Tuning for Subject-Driven Image Editing on Diffusion Models

Multi-view Negative-Free Contrastive Learning on Adaptive Graph Augmentation

Holistic-CAM: Ultra-lucid and Sanity Preserving Visual Interpretation in Holistic Stage of CNNs

High-Order Faithful Interpretation Methods for Tensor-Based CNNs

Tensor-Train-Based Multiuser Multivariate Multiorder Physical Markov Process Informed Multimodal Prediction for Industrial Trajectory Applications

Tensor-Train-based Lightweight Encryption in Federated Cloud Environments

Tensor-Based Knowledge Fusion and Reasoning for Cyberphysical-Social Systems: Theory and Framework

An Incremental Boolean Tensor Factorization for Knowledge Reasoning in Artificial Intelligence of Things

Tensor Graph Attention Network for Knowledge Reasoning in Internet of Things

Tensor-Train-Based Higher Order Dominant Z-Eigen Decomposition for Multi-Modal Prediction and Its Cloud/Edge Implementation

Tensor-Train-Based High-Order Dominant Eigen Decomposition for Multimodal Prediction Services

Tensor-Based Recurrent Neural Network and Multi-Modal Prediction With Its Applications in Traffic Network Management

Multiuser Multivariate Multiorder Markov-Based Multimodal User Mobility Pattern Prediction

Scalable Tensor-Train-Based Tensor Computations for Cyber–Physical–Social Big Data

Multi-Dimensional Correlative Recommendation and Adaptive Clustering via Incremental Tensor Decomposition for Sustainable Smart Education

融合专家分类与情境语义标注的学习资源表征方法

A Holistic Optimization Framework for Mobile Cloud Task Scheduling

Multivariate Multi-Order Markov Multi-Modal Prediction With Its Applications in Network Traffic Management

大数据环境下基于多维关联分析的学习资源精准推荐

A Tensor-Based Holistic Edge Computing Optimization Framework for Internet of Things

Digital Educational Resources Configuration Model and Mechanisms for K-12 in China

An Incremental Tensor-Train Decomposition for Cyber-Physical-Social Big Data

影响教育资源选择的学习者模型构建

Construction of a digital learning environment based on cloud computing

NextMe: Localization Using Cellular Traces in Internet of Things

基于度量级融合的论文元数据提取方法

信息化促进地方高校人才培养模式创新的路径研究

Metadata Extraction Approach of PDF Documents Based on Measurement Fusion

Application of Production Rule in Intelligent Collaboration System of Information Appliances

面向PDF文档的论文元数据提取方法研究

Design of Digital Learning Environments Based on Cloud Computing

Constructing Educational Technology Teaching Resource Database Based on Knowledge Management

基于网络平台的实验室元件信息管理系统的设计与实现

简论数字水印在企业信息化中的应用

高阶Delaunay三角网在钉螺螺情信息系统中的应用研究

Application of Bayesian Network Knowledge Reasoning Based on CBR in ITS

信息家电协作模型的研究及其实现

会议论文

ARM嵌入式系统下一种高性能实用的外部I/O实现

研究方向