Noise Perturbation Based Graph Contrastive Learning via Flexible Filters for Node Classification

被引：0
|
作者：
Xiong, Zhilong [1 ]
Cai, Jia [2 ]
Yan, Ranhui [3 ]
Huang, Xiaolin [4 ]
机构：
[1] XFusion Digital Technologies Company Limited, Shenzhen, China
[2] Guangdong University of Finance & Economics, School of Digital Economics, Guangzhou, China
[3] Guangdong University of Finance & Economics, School of Statistics and Mathematics, Guangzhou, China
[4] Shanghai Jiao Tong University, Institute of Image Processing and Pattern Recognition, Shanghai, China
来源：
Proceedings of the International Joint Conference on Neural Networks | 2024年
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Convolutional neural networks - Graph neural networks - High pass filters - Low pass filters
引用
收藏
相关论文
共 50 条
  • [21] SGCL: Semi-supervised Graph Contrastive Learning with confidence propagation algorithm for node classification
    Jiang, Wenhao
    Bai, Yuebin
    KNOWLEDGE-BASED SYSTEMS, 2024, 301
  • [22] Unifying Graph Contrastive Learning with Flexible Contextual Scopes
    Zheng, Yizhen
    Zheng, Yu
    Zhou, Xiaofei
    Gong, Chen
    Lee, Vincent C. S.
    Pan, Shirui
    2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2022, : 793 - 802
  • [23] Hierarchical Graph Contrastive Learning via Debiasing Noise Samples with Adaptive Repelling Ratio
    Liu, Peishuo
    Zhou, Cangqi
    Zhang, Jing
    Li, Qianmu
    Hu, Dianming
    23RD IEEE INTERNATIONAL CONFERENCE ON DATA MINING, ICDM 2023, 2023, : 418 - 427
  • [24] Unifying Graph Contrastive Learning with Flexible Contextual Scopes
    Monash University, Australia
    不详
    不详
    不详
    不详
    Proc. IEEE Int. Conf. Data Min. ICDM, 1600, (793-802):
  • [25] Graph-Based Short Text Clustering via Contrastive Learning with Graph Embedding
    Wei, Yujie
    Zhou, Weidong
    Zhou, Jin
    Wang, Yingxu
    Han, Shiyuan
    Du, Tao
    Yang, Cheng
    Liu, Bowen
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT I, 2023, 14086 : 727 - 738
  • [26] Robust Node Classification on Graph Data with Graph and Label Noise
    Zhu, Yonghua
    Feng, Lei
    Deng, Zhenyun
    Chen, Yang
    Amor, Robert
    Witbrock, Michael
    THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 15, 2024, : 17220 - 17227
  • [27] Graph-based Text Classification by Contrastive Learning with Text-level Graph Augmentation
    Li, Ximing
    Wang, Bing
    Wang, Yang
    Wang, Meng
    ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, 2024, 18 (04)
  • [28] DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning
    Luo, Xiao
    Ju, Wei
    Qu, Meng
    Chen, Chong
    Deng, Minghua
    Hua, Xian-Sheng
    Zhang, Ming
    2022 IEEE 38TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2022), 2022, : 699 - 712
  • [29] Whole slide cervical cancer classification via graph attention networks and contrastive learning
    Fei, Manman
    Zhang, Xin
    Chen, Dongdong
    Song, Zhiyun
    Wang, Qian
    Zhang, Lichi
    NEUROCOMPUTING, 2025, 613
  • [30] Session-based Recommendation via Contrastive Learning on Heterogeneous Graph
    Li, Hangyue
    Luo, Xucheng
    Yu, Qinze
    Wang, Haoran
    2021 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2021, : 1077 - 1082
12345