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

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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

共 7 条

[1] Semi-Supervised Node Classification Algorithm Based on Hierarchical Contrastive Learning
Li, Yaqi
Wang, Jie
Wang, Feng
Liang, Jiye
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2023, 36 (08): : 712 - 720
[2] Efficient Learning of Linear Graph Neural Networks via Node Subsampling
Shin, Seiyun
Shomorony, Ilan
Zhao, Han
Advances in Neural Information Processing Systems, 2023, 36 : 55479 - 55501
[3] Weight Adaptive Generative Adversarial Imitation Learning Based on Noise Contrastive Estimation
Guan, Weifan
Zhang, Xi
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2023, 36 (04): : 300 - 312
[4] Imbalanced Node Classification Algorithm Based on Self-Supervised Learning
Cui, Caixia
Wang, Jie
Pang, Tianjie
Liang, Jiye
Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2022, 35 (11): : 955 - 964
[5] HIJACK: Learning-based Strategies for Sound Classification Robustness to Adversarial Noise
Sweet, Derek
Zangrando, Emanuele
Meneghello, Francesca
Proceedings - 2023 IEEE International Conference on Smart Computing, SMARTCOMP 2023, 2023, : 338 - 343
[6] Fine-Tuning via Mask Language Model Enhanced Representations Based Contrastive Learning and Application
Zhang, Dechi
Wan, Weibing
Computer Engineering and Applications, 60 (17): : 129 - 138
[7] Comparison of COVID-19 Classification via Imagenet-Based and RadImagenet-Based Transfer Learning Models with Random Frame Selection
Nehary, E.A.
Rajan, Sreeraman
Rossa, Carlos
2023 IEEE Sensors Applications Symposium, SAS 2023 - Proceedings, 2023,

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