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spectral filter

9 papers

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graph neural network (6) graph convolutional network (2) spectral graph neural network (2) graph convolution (2) mid-pass filter (1) learnable activation function (1) bivariate polynomial (1) complementary relationship (1) 2d discrete graph fourier transform (1) graph spectral analysis (1)

Papers

FraudGNAM: Inherently Interpretable Spectral GNN for Graph Fraud Detection UAI 2026 Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling AAAI 2025 GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers ICML 2025 Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters NeurIPS 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Specformer: Spectral Graph Neural Networks Meet Transformers ICLR 2023 Adaptive Kernel Graph Neural Network AAAI 2022 BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation NeurIPS 2021 LanczosNet: Multi-Scale Deep Graph Convolutional Networks ICLR 2019