Understanding Graph Neural Networks with Asymmetric Geometric Scattering TransformsMichael Perlmutter, Matthew Hirn, Feng Gao et al.|arXiv (Cornell University)|2019Cited by 10
Overcoming Oversmoothness in Graph Convolutional Networks via Hybrid Scattering NetworksFrederik Wenkel, Guy Wolf, Yimeng Min et al.|arXiv (Cornell University)|2022Cited by 8
Learnable Filters for Geometric Scattering ModulesAlexander Tong, Guy Wolf, Frederik Wenkel et al.|IEEE Transactions on Signal Processing|2024Cited by 6
Understanding Graph Neural Networks with Generalized Geometric Scattering TransformsMichael Perlmutter, Matthew Hirn, Alexander Tong et al.|SIAM Journal on Mathematics of Data Science|2023Cited by 6
Geometric Scattering on ManifoldsMichael Perlmutter, Matthew Hirn, Guy Wolf|arXiv (Cornell University)|2018Cited by 5