"graph data augmentation" 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

Rationalizing and Augmenting Dynamic Graph Neural Networks

Guibin Zhang, Yiyan Qi, Ziyang Cheng et al.

Graph Mixup on Approximate Gromov–Wasserstein Geodesics

Zhichen Zeng, Ruizhong Qiu, Zhe Xu et al.

Graph Structure Extrapolation for Out-of-Distribution Generalization

Xiner Li, Shurui Gui, Youzhi Luo et al.