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03/19/2023
Unsupervised Learning for Solving the Travelling Salesman Problem
We propose UTSP, an unsupervised learning (UL) framework for solving the...
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06/03/2022
Can Hybrid Geometric Scattering Networks Help Solve the Maximal Clique Problem?
We propose a geometric scattering-based graph neural network (GNN) for a...
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01/22/2022
Overcoming Oversmoothness in Graph Convolutional Networks via Hybrid Scattering Networks
Geometric deep learning (GDL) has made great strides towards generalizin...
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10/28/2020
Geometric Scattering Attention Networks
Geometric scattering has recently gained recognition in graph representa...
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07/02/2020
Persistent Neurons
Most algorithms used in neural networks(NN)-based leaning tasks are stro...
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03/18/2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks
Graph convolutional networks (GCNs) have shown promising results in proc...
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10/20/2019