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cs.LG2024
Distributed Training of Large Graph Neural Networks with Variable Communication Rates
Juan Cervino, Md Asadullah Turja, Hesham Mostafa +2
Training Graph Neural Networks (GNNs) on large graphs presents unique challenges due to the large memory and computing requirements. Distributed GNN training, where the graph is pa…
cs.LG2021★ 1 cited
Computing Steiner Trees using Graph Neural Networks
Reyan Ahmed, Md Asadullah Turja, Faryad Darabi Sahneh +3
Graph neural networks have been successful in many learning problems and real-world applications. A recent line of research explores the power of graph neural networks to solve com…