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08/28/2023
Large Graph Models: A Perspective
Large models have emerged as the most recent groundbreaking achievements...
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06/18/2022
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search
Graph neural architecture search (GraphNAS) has recently aroused conside...
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04/07/2022
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum
Various neural network models have been proposed to tackle combinatorial...
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12/23/2021
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?
Geometric deep learning, i.e., designing neural networks to handle the u...
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04/11/2021