conftrace_

spectral graph neural network

11 papers

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Also known as

SPECTRA GNN SPECTRAL GNN

Co-occurring keywords

graph neural network (3962) polynomial filter (9) graph signal (24) spectral method (204) graph representation (360) graph convolution (183) low-pass filter (11) graph wavelet (9) node classification (482) graph signal processing (40)

Papers

MORGAN: To Bridge Mixture of Experts and Spectral Graph Neural Network AAAI 2026
Asymmetric Learning for Spectral Graph Neural Networks AAAI 2025
Dynamic Spectral Graph Anomaly Detection AAAI 2025
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025
AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles NIPS 2024
Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction AAAI 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024
Graph Neural Networks with Learnable and Optimal Polynomial Bases ICML 2023
How Powerful are Spectral Graph Neural Networks ICML 2022