Paper "semi-supervised node classification" Papers

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AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification

Weigang Lu, Ziyu Guan, Wei Zhao et al.

AAAI 2025paperarXiv:2412.08144
4
citations

Edge Contrastive Learning: An Augmentation-Free Graph Contrastive Learning Model

Yujun Li, Hongyuan Zhang, Yuan Yuan

AAAI 2025paperarXiv:2412.11075
5
citations

Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification

Baoming Zhang, MingCai Chen, Jianqing Song et al.

AAAI 2025paperarXiv:2501.08581
1
citations

NodeMixup: Tackling Under-Reaching for Graph Neural Networks

Weigang Lu, Ziyu Guan, Wei Zhao et al.

AAAI 2024paperarXiv:2312.13032
24
citations

Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum

Fan Xu, Nan Wang, Hao Wu et al.

AAAI 2024paperarXiv:2312.06441
58
citations

Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification

Sonny Achten, Francesco Tonin, Panagiotis Patrinos et al.

AAAI 2024paperarXiv:2301.13764
5
citations