"graph topology" Papers

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Advancing Graph Generation through Beta Diffusion

Xinyang Liu, Yilin He, Bo Chen et al.

ICLR 2025posterarXiv:2406.09357
5
citations

Class-Imbalanced Graph Learning without Class Rebalancing

Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.

ICML 2024poster

Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation

Hugo Attali, Davide Buscaldi, Nathalie Pernelle

ICML 2024poster

Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective

Soo Yong Lee, Sunwoo Kim, Fanchen Bu et al.

ICML 2024poster

Graph Out-of-Distribution Detection Goes Neighborhood Shaping

Tianyi Bao, Qitian Wu, Zetian Jiang et al.

ICML 2024poster