Northernmost GraphML Group

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6 repositories

NGMLGroup.github.io
Public
Northern GraphML Group webpage
SCSS
•0•2•0•0•Updated Dec 10, 2025Dec 10, 2025
Time-Series-Clustering-with-GNNs
Public
Pytorch implementation of the Spatio-temporal GNN to cluster correlated time series
time-series-clustering graph-neural-networks graph-coarsening graph-pooling spatio-temporal-gnns multi-variate-time-series
Python
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MIT License
•0•6•0•0•Updated Aug 27, 2025Aug 27, 2025
Bayesian-Nonparametric-Graph-Pooling
Public
Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering".
bayesian-inference graph-classification bayesian-nonparametrics graph-neural-networks graph-pooling node-clustering
Python
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MIT License
•3•12•0•0•Updated Jun 23, 2025Jun 23, 2025
MaxCutPool
Public
Official repository of the paper "MaxCutPool: differentiable feature-aware Maxcut for pooling in graph neural networks" presented at ICLR 2025.
spectral-methods graph-classification maxcut node-classification graph-neural-networks graph-coarsening graph-pooling
Python
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MIT License
•1•5•0•0•Updated Mar 8, 2025Mar 8, 2025
Koopman-TGNN-Interpretability
Public
Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"
Python
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Other
•3•11•0•0•Updated Jan 30, 2025Jan 30, 2025
.github
Public
0•0•0•0•Updated Jan 3, 2025Jan 3, 2025