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06/29/2023
SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph Generation
Over recent years, denoising diffusion generative models have come to be...
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09/08/2020
Edge Degeneracy: Algorithmic and Structural Results
We consider a cops and robber game where the cops are blocking edges of ...
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04/16/2020
Hcore-Init: Neural Network Initialization based on Graph Degeneracy
Neural networks are the pinnacle of Artificial Intelligence, as in recen...
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05/23/2019
Gravity-Inspired Graph Autoencoders for Directed Link Prediction
Graph autoencoders (AE) and variational autoencoders (VAE) recently emer...
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04/03/2019
Rep the Set: Neural Networks for Learning Set Representations
In several domains, data objects can be decomposed into sets of simpler ...
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06/06/2018