63 citations · 107 across the 16 of their papers we have counts for
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cs.LG2023
Higher-order Sparse Convolutions in Graph Neural Networks
Jhony H. Giraldo, Sajid Javed, Arif Mahmood +2
Graph Neural Networks (GNNs) have been applied to many problems in computer sciences. Capturing higher-order relationships between nodes is crucial to increase the expressive power…
cs.LG2022★ 3 cited
Data Augmentation for Graph Data: Recent Advancements
Maria Marrium, Arif Mahmood
Graph Neural Network (GNNs) based methods have recently become a popular tool to deal with graph data because of their ability to incorporate structural information. The only hurdl…