Transformer-based Spectral Graph Neural Networks
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Oct 7, 2024 - Python
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spectral-gnns
Here are 5 public repositories matching this topic...
A PyG-based package of spectral GNNs with benchmark evaluations (SIGMOD 2026).
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Aug 20, 2025 - Jupyter Notebook
Feature Expansion for Graph Neural Networks [ICML-2023]
feature-extraction message-passing gnns node-classification node-embedding graph-structure spectral-gnns spatial-gnns
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Jul 2, 2024 - Python
Official implementation of the paper "FedLSF: Federated Local Graph Learning via Specformers" (IEEE DCOSS 2024)
graphs eigenvectors eigenvalues federated-learning multihead-attention graphneuralnetwork spectral-gnns
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Mar 19, 2024 - Python
[NeurIPS'26] S&P: A hierarchical graph learning framework bridging GNN expressiveness and scalability.
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Dec 5, 2025 - Python
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