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graph-wavelets

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LMissher /STWave

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

spatio-temporal intelligent-transportation-systems wavelet-transform graph-wavelets time-series-forecasting graph-attention-networks urban-computing graph-neural-networks traffic-forecasting graph-transformer icde2023 traffic-forcasting

UpdatedMar 18, 2025
Python

complexnetworksbook /complexnetworksbook.github.io

Resources for the book "Complex Networks: A Networking and Signal Processing Perspective"

graph-theory complex-networks wireless-sensor-networks graph-wavelets graphsignalprocessing scale-free-networks graph-signals graph-fourier-transform small-world-networks wireless-mesh-networks signal-processing-over-networks signal-processing-on-graphs

UpdatedSep 20, 2024
HTML

HySonLab /WaveletPE

Range-aware Graph Positional Encoding via High-order Pretraining: Theory and Practice

high-order wavelet-transform graph-wavelets graph-neural-networks graph-representation-learning graph-auto-encoder multiresolution-analysis graph-pretraining

UpdatedNov 4, 2025
Python

dsacc /sparse-wavelets

Graph Wavelets via Sparse Cuts

graph-compression graph-signal-processing sparse-cuts graph-wavelets

UpdatedOct 1, 2017
Jupyter Notebook

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