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11/10/2021
LSP : Acceleration and Regularization of Graph Neural Networks via Locality Sensitive Pruning of Graphs
Graph Neural Networks (GNNs) have emerged as highly successful tools for...
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10/25/2021
Sampling Multiple Nodes in Large Networks: Beyond Random Walks
Sampling random nodes is a fundamental algorithmic primitive in the anal...
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04/04/2021
SOLO: Search Online, Learn Offline for Combinatorial Optimization Problems
We study combinatorial problems with real world applications such as mac...
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08/22/2019
