"polynomial filters" Papers

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A Graph Dynamics Prior for Relational Inference

Liming Pan, Cheng Shi, Ivan Dokmanic

AAAI 2024paperarXiv:2306.06041
4
citations

How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing

Keke Huang, Yu Guang Wang, Ming Li et al.

ICML 2024arXiv:2405.12474
55
citations

Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

Kangkang Lu, Yanhua Yu, Hao Fei et al.

AAAI 2024paperarXiv:2401.15603
9
citations