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
2021Neural Information Processing Systems19 citations
Topics & Concepts
Computer scienceLow-pass filterGraphAlgorithmTheoretical computer scienceFilter (signal processing)Computer visionAdvanced Graph Neural NetworksComplex Network Analysis TechniquesCaching and Content Delivery