Not All Low-Pass Filters are Robust in Graph Convolutional Networks

Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, JunZhou Huang, Wenwu Zhu 0001. Not All Low-Pass Filters are Robust in Graph Convolutional Networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 25058-25071, 2021. [doi]

Abstract

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