Topology Reorganized Graph Contrastive Learning with Mitigating Semantic Drift

被引:0
|
作者
Zhang, Jiaqiang [1 ,2 ]
Chen, Songcan [1 ,2 ]
机构
[1] College of Computer Science & Technology, Nanjing University of Aeronautics & Astronautics, Jiangsu, Nanjing,211106, China
[2] MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing University of Aeronautics & Astronautics, Jiangsu, Nanjing,211106, China
来源
arXiv |
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
Graph theory - Semantics
引用
收藏
相关论文
共 7 条
  • [1] Learning Robust Representation Through Graph Adversarial Contrastive Learning
    Guo, Jiayan
    Li, Shangyang
    Zhao, Yue
    Zhang, Yan
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13245 LNCS : 682 - 697
  • [2] Federated Graph Semantic and Structural Learning
    Huang, Wenke
    Wan, Guancheng
    Ye, Mang
    Du, Bo
    IJCAI International Joint Conference on Artificial Intelligence, 2023, 2023-August : 3830 - 3838
  • [3] MITIGATING EMERGENT ROBUSTNESS DEGRADATION WHILE SCALING GRAPH LEARNING
    Yuan, Xiangchi
    Zhang, Chunhui
    Tian, Yijun
    Ye, Yanfang
    Zhang, Chuxu
    12th International Conference on Learning Representations, ICLR 2024, 2024,
  • [4] A Semantic Segmentation Algorithm Based on Contrastive Learning Using Aligned Feature Samples
    Jia, Xibei
    Lian, Zhichao
    Proceedings of the 2022 IEEE International Conference on Dependable, Autonomic and Secure Computing, International Conference on Pervasive Intelligence and Computing, International Conference on Cloud and Big Data Computing, International Conference on Cyber Science and Technology Congress, DASC/PiCom/CBDCom/CyberSciTech 2022, 2022,
  • [5] Noise Perturbation Based Graph Contrastive Learning via Flexible Filters for Node Classification
    Xiong, Zhilong
    Cai, Jia
    Yan, Ranhui
    Huang, Xiaolin
    Proceedings of the International Joint Conference on Neural Networks, 2024,
  • [6] Local-Global History-Aware Contrastive Learning for Temporal Knowledge Graph Reasoning
    Chen, Wei
    Wan, Huaiyu
    Wu, Yuting
    Zhao, Shuyuan
    Cheng, Jiayaqi
    Li, Yuxin
    Lin, Youfang
    Proceedings - International Conference on Data Engineering, 2024, : 733 - 746
  • [7] Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation
    Jeon, Jaehyeong
    Kim, Kibum
    Yoon, Kanghoon
    Park, Chanyoung
    arXiv,