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09/21/2023
SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning
We introduce an extension to the CLRS algorithmic learning benchmark, pr...
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06/30/2023
Graphtester: Exploring Theoretical Boundaries of GNNs on Graph Datasets
Graph Neural Networks (GNNs) have emerged as a powerful tool for learnin...
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06/23/2023
DISCO-10M: A Large-Scale Music Dataset
Music datasets play a crucial role in advancing research in machine lear...
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03/14/2023
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors
The global trends of urbanization and increased personal mobility force ...
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12/09/2022
Learning Graph Algorithms With Recurrent Graph Neural Networks
Classical graph algorithms work well for combinatorial problems that can...
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11/21/2022