百晓学者学者目录

刘方爱

副教授、博士生导师、教授、讲师,山东师范大学

精选作品

期刊论文

2026

Pre-trained multi-scale RWKV-GCN for multivariate time series forecasting

Jian-Hua Hao, Fangai Liu, Weiwei Zhang

Scientific Reports

2026

MCL-MGN: A multi-level contrastive learning framework for missing modality generation in multimodal sentiment analysis

Yuechao Yu, Liu Fang-ai, Yujuan Zhang, Xuejian Gao, Hongda Yang

Digital Signal Processing

2026

CAACT-GCN: Commonsense-assisted and aspect-centric tree graph convolutional networks for aspect-based sentiment analysis

Hongda Yang, Liu Fang-ai, Xuejian Gao, Yuechao Yu, Zichao Gao

Expert Systems with Applications

2025

A unified dual-view knowledge-guided sentiment interaction networks for aspect-based sentiment analysis

Xuejian Gao, Liu Fang-ai, Xuqiang Zhuang, Yujuan Zhang, Xiaohui Tian, Yuyu Dong, Hongda Yang

Neural Networks

2024

MICRank: Multi-information interconstrained keyphrase extraction

Ran Bai, Fangai Liu, Xuqiang Zhuang, Yaoyao Yan

Expert Systems With Applications,Vol. 249

2024

Improving long-term multivariate time series forecasting with a seasonal-trend decomposition-based 2-dimensional temporal convolution dense network

Jian-Hua Hao, Fangai Liu

Scientific Reports

2024

Effective social spider optimization algorithms for distributed assembly permutation flowshop scheduling problem in automobile manufacturing supply chain

Weiwei Zhang, Jian-Hua Hao, Fangai Liu

Scientific Reports

2024

Multi-scale RWKV with 2-Dimensional Temporal Convolutional Network for Short-term Photovoltaic Power Forecasting

Jian-Hua Hao, Fangai Liu, Weiwei Zhang

Energy

2024

Dual-channel relative position guided attention networks for aspect-based sentiment analysis

Xuejian Gao, Liu Fang-ai, Xuqiang Zhuang, Xiaohui Tian, Yujuan Zhang, Kenan Liu

Expert Systems with Applications

2023

PFN: A Target Item-enhanced Click-Through Rate Prediction via Parallel Fusion Network

Lin Zhang, Liu Fang-ai, Yinghua Li, Xuqiang Zhuang, Xiaohui Zhao

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

2023

CFF: combining interactive features and user interest features for click-through rate prediction

Lin Zhang, Liu Fang-ai, Hongchen Wu, Xuqiang Zhuang, Yaoyao Yan

The Journal of Supercomputing

2022

HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation

Xinhua Wang, Wenyun Ma, Lei Guo, Haoran Jiang, Fangai Liu, Changdi Xu

Information Processing & Management,Vol. 59, No. 3

2022

A CTR prediction model based on session interest

Qianqian Wang, Liu Fang-ai, Xiaohui Zhao, Qiaoqiao Tan

PLoS ONE

2022

Session interest model for CTR prediction based on self-attention mechanism

Qianqian Wang, Liu Fang-ai, Xiaohui Zhao, Qiaoqiao Tan

Scientific Reports

2021

基于自注意力网络的共享账户跨域序列推荐

郭磊,李秋菊,刘方爱,王新华

《计算机研究与发展》

2021

基于深度神经网络的推荐系统研究综述

刘方爱,王倩倩,郝建华

《山东师范大学学报(自然科学版)》

2019

带混沌映射的WSN蝴蝶优化定位算法

李田来,刘方爱

《计算机工程与设计》

2019

带混沌映射的三维WSN蜂群优化定位算法

李田来,刘方爱

《微电子学与计算机》

2019

SEnD: A Social Network Friendship Enhanced Decentralized System to Circumvent Censorships

Ding Ding, Kyuho Jeong, Shuning Xing, Mauro Conti, Renato Figueiredo, Liu Fang-ai

IEEE Transactions on Services Computing

2019

Recommendation system in social networks with topical attention and probabilistic matrix factorization

Weiwei Zhang, Liu Fang-ai, Daomeng Xu, Lu Jiang

PLoS ONE

2019

TSSCM: A synergism-based three-step cascade model for influence maximization on large-scale social networks

Xiaohui Zhao, Liu Fang-ai, Shuning Xing, Qianqian Wang

PLoS ONE

2019

Research on CTR prediction based on stacked autoencoder

Qianqian Wang, Liu Fang-ai, Shuning Xing, Xiaohui Zhao

Applied Intelligence

2019

R-Transformer Network Based on Position and Self-Attention Mechanism for Aspect-Level Sentiment Classification

Ziyu Zhou, Liu Fang-ai, Qianqian Wang

IEEE Access

2019

Recommendation Based on Users’ Long‐Term and Short‐Term Interests with Attention

Qiaoqiao Tan, Liu Fang-ai

Mathematical Problems in Engineering

2018

基于AT-LSTM的弹幕评论情感分析

庄须强,刘方爱

《数字技术与应用》

2018

Research on CTR Prediction Based on Deep Learning

Qianqian Wang, Liu Fang-ai, Shuning Xing, Xiaohui Zhao, Tianlai Li

IEEE Access

2018

Mining And Application Of Teaching Data : A new conception of multimedia teaching assessment based on residual calculation method

Daomeng Xu, Liu Fang-ai, Lu Zhen Jiang, Weiwei Zhang

International Conference on Systems and Informatics (ICSAI)

2018

Content-aware point-of-interest recommendation based on convolutional neural network

Shuning Xing, Liu Fang-ai, Qianqian Wang, Xiaohui Zhao, Tianlai Li

Applied Intelligence

2018

A New Approach for Advertising CTR Prediction Based on Deep Neural Network via Attention Mechanism

Qianqian Wang, Liu Fang-ai, Shuning Xing, Xiaohui Zhao

Computational and Mathematical Methods in Medicine

2018

Identifying Influential Spreaders in Social Networks Via Normalized Local Structure Attributes

Xiaohui Zhao, Liu Fang-ai, Shuning Xing, Qianqian Wang

IEEE Access

2017

基于加权聚类的动态协同过滤推荐算法

赵洋,刘方爱

《数字技术与应用》

2017

Points-of-interest recommendation based on convolution matrix factorization

Shuning Xing, Liu Fang-ai, Xiaohui Zhao, Tianlai Li

Applied Intelligence

2017

A FKSVM Model Based on Fisher Criterion for Text Classification

Lu Jiang, Liu Fang-ai, Daomeng Xu, Weiwei Zhang

International Symposium on Computational Intelligence and Design

2017

Evaluating Influential Nodes in Social Networks by Local Centrality with a Coefficient

Xiaohui Zhao, Liu Fang-ai, Jinlong Wang, Tianlai Li

ISPRS International Journal of Geo-Information

2016

基于文化算法的符号网络全局不平衡度计算

赵晓晖,刘方爱

《计算机应用》

2016

基于网格覆盖的社交网络位置数据的保护方法

王记伟,刘方爱,刘浩然

《计算机应用研究》

2016

校园无线局域网用户兴趣度算法分析

李旭,刘方爱,刘浩然

《山东师范大学学报(自然科学版)》

2016

Efficient Mining Algorithm of Frequent Itemsets for Uncertain Data Streams

Qianqian Wang, Liu Fang-ai

International Symposium on Computational Intelligence and Design

2016

Density-Based Algorithm in MapReduce

Lin Pang, Liu Fang-ai

International Symposium on Computational Intelligence and Design

2015

一种新的人工鱼群协同优化算法

侯剑,刘方爱,冷严,王岑竹

《计算机仿真》

2015

基于跳数修正和跳距调整的DV-Hop定位改进算法

吴楠,刘方爱,王淑娴

《微电子学与计算机》

2015

基于分治策略的改进人工蜂群算法

李田来,刘方爱,王新华

《控制与决策》

2015

Utility Pattern Mining Algorithm Based on Improved Utility Pattern Tree

Shuning Xing, Liu Fang-ai, Jiwei Wang, Lin Pang, Zhen-Guo Xu

International Symposium on Computational Intelligence and Design

2014

无线传感器网络中基于定时器的非均匀分簇路由算法

张春花,刘方爱,侯冰俏,申志远

《小型微型计算机系统》

2014

面向隐形群体的复杂网络疾病传播模型

王淑娴,刘方爱,吴楠

《计算机应用研究》

2013

一种基于聚合度模型的WSNs双簇头分簇路由协议

侯冰俏,刘方爱,张春花,申志远

《传感器与微系统》

2013

一种新的异构无线传感器网络分簇算法

张春花,刘方爱,申志远,侯冰俏

《传感器与微系统》

2013

节能高效的无线传感器网络非均匀分簇路由协议

申志远,刘方爱,侯冰俏,张春花

《传感器与微系统》

2013

An energy efficiency semi-static routing algorithm for WSNs based on HAC clustering method

Tao Du, Shouning Qu, Liu Fang-ai, Qin Wang

Information Fusion

2012

基于本体的P2P网络资源检索算法研究

雷申,刘方爱

《计算机工程与设计》

2012

兴趣和蚁群相结合的非结构化P2P搜索算法

李国荣,刘方爱

《计算机技术与发展》

2012

基于P2P的云中数据的快速搜索

朱玉平,刘方爱,丁鼎,李倩倩

《计算机技术与发展》

2012

Gnutella协议的跨层优化研究与设计

宋应森,刘方爱

《计算机技术与发展》

2012

Design of Project Approval System Based on Struts and AJAX

Liu Fang-ai

Journal of University of Jinan

2012

Resource Search Algorithm Based on Combination of Interest and Ant Colony in Unstructured P2P Network

Liu Fang-ai

Computer Technology and Development

2012

Research and Design of a Cross-layer Optimization Based on Gnutella Protocol

Liu Fang-ai

Computer Technology and Development

2011

一种基于分区的移动P2P网络路由算法

赵振东,刘方爱

《计算机技术与发展》

2011

基于强化学习的适应性微粒群算法

邢长明,刘方爱

《控制与决策》

2011

教育资源网格中基于节点负载的副本放置策略

姜浩然,刘方爱,郭磊

《济南大学学报(自然科学版)》

2011

不确定数据库中减小可能世界的RPW-kBest查询

孙平平,刘方爱

《计算机技术与发展》

2011

基于校园环境的移动P2P网络体系研究与设计

宋应森,刘方爱

《计算机技术与发展》

2011

Multi-interest clustering P2P network model

Liu Fang-ai

Jisuanji yingyong yanjiu

2011

An adaptive particle swarm optimization based on reinforcement learning

Liu Fang-ai

Kongzhi yu juece

2011

A RPW-kBest Query Based on Reduced Possible World in Uncertain Database

Liu Fang-ai

Computer Technology and Development

2011

Research and Design of a Mobile P2P Network Architecture Based on Campus Environment

Liu Fang-ai

Computer Technology and Development

2011

A Partition-Based Routing Algorithm for Mobile P2P Network

Liu Fang-ai

Computer Technology and Development

2011

Interconnection network RP_n(k) and its routing algorithms

Liu Fang-ai

Jisuanji yingyong yanjiu

2010

一种实用的互联网络拓扑结构RPC(k)及路由算法

邢长明,刘方爱,杨林

《计算机科学》

2010

教育资源网格环境下的资源监控机制研究

朱绍风,刘方爱,厉文,杨道杰

《计算机工程》

2010

网格环境下文件远程访问的设计与研究

李重,刘方爱

《计算机工程与设计》

2010

校园网环境下基于主题划分的文件共享系统

郭磊,刘方爱

《济南大学学报(自然科学版)》

2010

基于MPI的集群系统的研究

袁景艳,刘方爱,赵芳芳

《信息技术与信息化》

2010

一种基于聚类的异常流量检测算法

戚玉娥,刘方爱

《微计算机信息》

2010

无线网络路由协议的NS-2模拟与分析

王向东,刘方爱

《信息技术与信息化》

2010

环-皮特森簇网格的资源搜索机制

刘乃文,刘方爱,刘书昌

《北京邮电大学学报》

2010

基于性价比改进的网格调度算法

杜玉霞,刘方爱

《计算机技术与发展》

2010

基于NS的Ad hoc网络路由协议仿真研究

金伟,刘方爱,王晓洁

《计算机技术与发展》

2010

一种有效的非结构化P2P网络资源搜索策略

李春秀,刘方爱

《计算机技术与发展》

2010

基于最近邻搜索算法分组式P2P网络拓扑模型

贾晓倩,刘方爱

《计算机技术与发展》

2010

A Hierarchical Network (HRRP(k)) and Its Application

Liu Fang-ai, Changming Xing

IEEE Asia-Pacific Services Computing Conference (APSCC)

2010

An Efficient Resources Search Strategy in Unstructured P2P Networks

Liu Fang-ai

Computer Technology and Development

2010

A File-Sharing System Based on Topic Division in Campus Network

Liu Fang-ai

Journal of University of Jinan

2010

Design and research of file remote access in grid environment

Liu Fang-ai

Jisuanji gongcheng yu sheji

2010

Scheduling Algorithm of Modified Min-Min Based on Cost Performance

Liu Fang-ai

Computer Technology and Development

2009

教育资源共享网络体系结构及其关键策略

刘方爱,邢长明

《计算机科学》

2009

QoSR多目标优化的灰色模糊解

苑芳兵,王新华,刘方爱

《计算机应用与软件》

2009

基于Hibernate的网格Portal的研究与设计

张凤娟,刘方爱,邢长明

《计算机工程与设计》

2009

一种基于RP(k)的资源感知模型研究

刘乃文,刘方爱

《山东大学学报(理学版)》

2009

支持串模糊匹配的Chord扩展资源索引模型

赵秀梅,刘方爱

《计算机应用研究》

2009

教学管理与教育资源整合系统的设计与实现

李重,刘方爱

《计算机工程与设计》

2009

基于GMA的教育资源网格监控研究

王翠,刘方爱

《计算机工程与设计》

2009

基于网格服务的GridFTP传输性能的研究

宋丽华,刘方爱,张凤娟

《计算机工程与设计》

2009

教育资源网格监控系统的设计与实现

厉文,刘方爱,朱绍风

《计算机应用研究》

2009

教育资源网格副本管理模型研究

邹立达,刘方爱

《计算机技术与发展》

2009

资源网格中数据传输策略的研究

宋丽华,刘方爱

《信息技术与信息化》

2009

基于Web Service的网格服务功能的研究

宋丽华,刘方爱

《计算机技术与发展》

2009

基于TCM-KNN算法的数据预处理问题研究

徐震,刘方爱,郭胜召

《山东科学》

2009

教育网格中教学督导评测系统设计与实现

朱绍风,刘方爱

《计算机技术与发展》

2009

Study on the optimization method of enterprise resources with fuzzy constraint variables

Yue Hu, Dong-Sheng Zhang, Fangai Liu

International Conference on Machine Learning and Computing

2009

FUZZY RISK MEASURES AND ITS APPLICATION TO PORTFOLIO OPTIMIZATION

Xiao-Xian Ma, Qing-Zhen Zhao, Fangai Liu

2009

Education Resource Grid Model and Replica Creation Strategies

Changming Xing, Liu Fang-ai, Lin Yang, Li Wen

Journal of Software

2009

MF-Chord: Supporting multi-attribute multi-keyword fuzzy-matching queries

Xiumei Zhao, Liu Fang-ai

2009

Research of Functions of Grid Service Based on Web Service

Liu Fang-ai

Computer Technology and Development

2009

Research on a RP(k)-based resource awareness model

Liu Fang-ai

Journal of Shandong University

2009

Design and Implementation of Educational Supervision and Evaluation System in Educational Grid

Liu Fang-ai

Computer Technology and Development

2009

Research on education resource grid monitor based on GMA

Liu Fang-ai

Jisuanji gongcheng yu sheji

2009

Research on Education Resource Grid Replica Management Models

Liu Fang-ai

Computer Technology and Development

2008

基于教育资源网格的副本放置策略

邢长明,杨林,刘方爱

《计算机工程》

2008

无线局域网分布式安全检测系统的研究

邢长明,刘方爱

《小型微型计算机系统》

2008

网格计算中间件的研究

尘昌华,刘方爱

《信息技术与信息化》

2008

基于双向拍卖的网格资源预留机制研究

石晓晶,刘方爱,王胜川

《信息技术与信息化》

2008

An Optimization of Resource Replication Access in Grid Cache

Liu Fang-ai, Fenglong Song

Springer eBooks

2008

Replica Placement Strategy Research in Education Resource Grid

Chang-ming Xing, Liu Fang-ai, Feng-juan Zhang

2008

Replica Placement Strategy Based on Education Resource Grid

Liu Fang-ai

Jisuanji gongcheng

2008

Research of resource query based on rumor-spreading in P2P-Grid

Liu Fang-ai

Jisuanji gongcheng yu sheji

2008

Performance analysis of grid service of ERGRID

Liu Fang-ai

Jisuanji gongcheng yu sheji

2008

Research on architecture of educational resources grid and model of metadata

Liu Fang-ai

Jisuanji yingyong yanjiu

2008

Research of the Distributed Security Detection System in WLAN

Liu Fang-ai

Journal of Chinese Computer Systems

2008

Personal Resource Requirement Description Mechanism Based on XML

Liu Fang-ai

Computer Technology and Development

2008

Resource's Description and Organization Technology in Education Resource Grid

Liu Fang-ai

Computer Technology and Development

2007

矩阵乘在一组规则WDM光网络上的波长分配

夏磊,刘方爱

《计算机工程与应用》

2007

一种基于选路拓扑的抗毁性评估模型

王新华,徐连诚,刘方爱

《小型微型计算机系统》

2007

一种有效的并行入侵检测系统流量分配策略

邢长明,刘方爱,杨林

《计算机工程与应用》

2007

Wavelength Assignment of Matrix Multiplication Communication Pattern on a Class of Regular Optical WDM Networks

Liu Fang-ai, Lei Xia

2007 IFIP International Conference on Network and Parallel Computing Workshops (NPC 2007)

2007

An Image Retrieval Combining Color and Shape Feature

Liu Fang-ai

Microelectronics & Computer

2007

Research on strategy of member selection and results integration of meta search engine

Liu Fang-ai

Jisuanji gongcheng yu sheji

2007

Parallel strategies and model of ant colony algorithm used for TSP

Liu Fang-ai

Jisuanji yingyong yanjiu

2007

Wavelength Assignment of Hopfield Network on WDM Double-loop Network

Liu Fang-ai

Jisuanji yingyong yanjiu

2007

Research on supermarket model in grid resource allocation

Liu Fang-ai

Jisuanji yingyong yanjiu

2007

Research of Intrusion Detection System Based on P2P and Mobile Agents

Liu Fang-ai

Computer Technology and Development

2007

Education resource discovery strategy based on small-world theory

Liu Fang-ai

Jisuanji gongcheng yu sheji

2007

A Super Peers Included P2P Model Applied to Data Replication

Liu Fang-ai

Shandong kexue

2006

在超立方互联网络中实现anycast通信模式的算法分析

宋莹,刘方爱

《小型微型计算机系统》

2006

基于模拟退火算法的数据副本选择策略

沈薇,刘方爱

《计算机工程与应用》

2006

Schemes of Network Survivability Based on Differentiated Traffic

Xinhua Wang, Liu Fang-ai, Xiujun Wang, Haiyan Zhao

IEEE International Conference on Communication Technology (ICCT)

2006

Wavelength Assignment for Realizing Parallel FFT on Regular Optical Networks

Yawen Chen, Hong Shen, Liu Fang-ai

The Journal of Supercomputing

2006

Data Selection Strategies Based on Ant System

Liu Fang-ai

Computer Engineering and Applications Journal

2006

A Wavelength Assignment Algorithm for Optical Networks with Sparse-Limited Wavelength Conversion

Liu Fang-ai

Computer Technology and Development

2006

Research of Grid Resource Discovery Mechanism Based on P2P

Liu Fang-ai

Computer Technology and Development

2006

Data Replication Strategies for Grid Based on Access Frequency

Liu Fang-ai

Computer Technology and Development

2005

并行FFT的通信模式在一组规则WDM光互连网络上的波长分配

陈亚文,刘方爱,张海波

《计算机研究与发展》

2005

学校互操作框架(SIF)的多区域通信研究

赵志刚,刘方爱

《计算机工程与应用》

2005

并行LU分解的通信模式在WDM环网上的波长分配算法

陈亚文,刘方爱,张海波

《小型微型计算机系统》

2005

网格cache获取资源副本的优化策略

宋风龙,刘方爱

《计算机工程与应用》

2005

The Topological Properties and Network Embedding of RP(k)

Liu Fang-ai, Liancheng Xu

International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT)

2005

The Channel Assignment Algorithm on RP(k) Networks

Liu Fang-ai, Xinhua Wang, Liancheng Xu

Lecture notes in computer science

2005

Improved JLBNM Algorithm and Its Parallelism

Liu Fang-ai

Microcomputer Development

2005

Research on economy-based optimisation of admission policy on a grid cache

Liu Fang-ai

Jisuanji gongcheng

2004

程序的cache使用效率分析

刘方爱

《计算机工程与应用》

2004

Wavelength assignment of parallel FFT communication pattern on a class of regular optical WDM networks

Liu Fang-ai, Yawen Chen

Proceedings of the ... International Symposium on Parallel Architectures, Algorithms, and Networks (ISPAN)

2002

一种实用的互联网络拓扑结构RP(k)及路由算法

刘方爱,乔香珍,刘志勇

《中国科学:技术科学》

2002

一种异步BSP模型及其程序优化技术

刘方爱,刘志勇,乔香珍

《计算机学报》

2002

并行计算模型

乔香珍,刘方爱

《计算机科学》

2002

一类层次环网络的构造及路由算法

刘方爱,刘志勇,乔香珍

《计算机学报》

2000

并行计算模型的层次分析及性能评价

刘方爱,乔香珍,刘志勇

《计算机科学》

1998

关于计算机学科教学方法改革的探讨

刘方爱

《中国教育信息化》

1998

一种通用试题库模型及试卷生成算法

刘方爱

《计算机应用与软件》

会议论文

2009

山东省中小学信息技术教育现状与发展规划研究

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