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03/07/2022
Provably Accurate and Scalable Linear Classifiers in Hyperbolic Spaces
Many high-dimensional practical data sets have hierarchical structures i...
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06/24/2021
You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks
Hypergraphs are used to model higher-order interactions amongst agents a...
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06/14/2020
Joint Adaptive Feature Smoothing and Topology Extraction via Generalized PageRank GNNs
In many important applications, the acquired graph-structured data inclu...
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11/08/2019
Multi-MotifGAN (MMGAN): Motif-targeted Graph Generation and Prediction
Generative graph models create instances of graphs that mimic the proper...
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04/04/2019