Graph Neural Network for Metapath Aggregation based on Neighborhood Similarity

被引：0
|
作者：
Wang, Dong-Yang [1 ]
Lin, Kai-Biao [1 ,2 ]
Wu, Zhi-Rong [3 ]
Lu, Jiang-Tao [1 ]
机构：
[1] School of Computer and Information Engineering Xiamen University of Technology, Xiamen,361024, China
[2] Engineering Research Center of Big Data Application in Private Health Medicine, Fujian Provincial University, Putian,351100, China
[3] Xiamen Jingpei Software engineering Co.,LTD, Xiamen,361008, China
来源：
Journal of Network Intelligence | 2023年 / 8卷 / 02期
关键词：
Graph neural networks - Heterogeneous graph - Metapath - Neighbour selections - Neighbourhood - Neighbourhood similarities - OR-networks - Real-world - Reinforcement learnings - Target nodes;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：478 / 490
相关论文
共 50 条
  • [1] Metapath aggregation graph neural network for fusion coding and counterattack
    Chen, Xuegang
    Jiang, Zhenghe
    Li, Jiayu
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2024, 44 (05): : 1549 - 1560
  • [2] HMSG: Heterogeneous graph neural network based on Metapath SubGraph learning
    Guan, Mengya
    Cai, Xinjun
    Shang, Jiaxing
    Hao, Fei
    Liu, Dajiang
    Jiao, Xianlong
    Ni, Wancheng
    [J]. KNOWLEDGE-BASED SYSTEMS, 2023, 279
  • [3] MIGP: Metapath Integrated Graph Prompt Neural Network
    Lai, Pei-Yuan
    Dai, Qing-Yun
    Lu, Yi-Hong
    Wang, Zeng-Hui
    Chen, Man-Sheng
    Wang, Chang-Dong
    [J]. NEURAL NETWORKS, 2024, 179
  • [4] An Android Malware Detection Method Based on Metapath Aggregated Graph Neural Network
    Li, Qingru
    Zhang, Yufei
    Wang, Fangwei
    Wang, Changguang
    [J]. ALGORITHMS AND ARCHITECTURES FOR PARALLEL PROCESSING, ICA3PP 2023, PT III, 2024, 14489 : 344 - 357
  • [5] MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
    Fu, Xinyu
    Zhang, Jiani
    Men, Ziqiao
    King, Irwin
    [J]. WEB CONFERENCE 2020: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2020), 2020, : 2331 - 2341
  • [6] Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation
    Fan, Shaohua
    Zhu, Junxiong
    Han, Xiaotian
    Shi, Chuan
    Hu, Linmei
    Ma, Biyu
    Li, Yongliang
    [J]. KDD'19: PROCEEDINGS OF THE 25TH ACM SIGKDD INTERNATIONAL CONFERENCCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2019, : 2478 - 2486
  • [7] Graph Neural Network with Neighborhood Reconnection
    Guo, Mengying
    Sun, Zhenyu
    Wang, Yuyi
    Liu, Xingwu
    [J]. KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT I, KSEM 2023, 2023, 14117 : 40 - 50
  • [8] Neighborhood Convolutional Graph Neural Network
    Chen, Jinsong
    Li, Boyu
    He, Kun
    [J]. SSRN, 2023,
  • [9] Neighborhood convolutional graph neural network
    Chen, Jinsong
    Li, Boyu
    He, Kun
    [J]. KNOWLEDGE-BASED SYSTEMS, 2024, 295
  • [10] Centrality-based and similarity-based neighborhood extension in graph neural networks
    Zohrabi, Mohammadjavad
    Saravani, Saeed
    Chehreghani, Mostafa Haghir
    [J]. JOURNAL OF SUPERCOMPUTING, 2024, 80 (16): : 24638 - 24663
12345