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09/05/2023
Generalized Simplicial Attention Neural Networks
The aim of this work is to introduce Generalized Simplicial Attention Ne...
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06/07/2023
Neural Embeddings for Protein Graphs
Proteins perform much of the work in living organisms, and consequently ...
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06/06/2023
CIN++: Enhancing Topological Message Passing
Graph Neural Networks (GNNs) have demonstrated remarkable success in lea...
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02/06/2023
On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology
Message Passing Neural Networks (MPNNs) are instances of Graph Neural Ne...
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12/03/2022
MaRF: Representing Mars as Neural Radiance Fields
The aim of this work is to introduce MaRF, a novel framework able to syn...
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09/16/2022