Paper "graph representation learning" Papers

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Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

Kangkang Lu, Yanhua Yu, Hao Fei et al.

AAAI 2024paperarXiv:2401.15603

PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering

Bingheng Li, Erlin Pan, Zhao Kang

AAAI 2024paperarXiv:2312.14438
57
citations

TopoGCL: Topological Graph Contrastive Learning

Yuzhou Chen, Jose Frias, Yulia Gel

AAAI 2024paperarXiv:2406.17251
30
citations

Union Subgraph Neural Networks

Jiaxing Xu, Aihu Zhang, Qingtian Bian et al.

AAAI 2024paperarXiv:2305.15747
11
citations