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most citedApt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving

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cs.LG2024

SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training

Xizhi Gu, Hongzheng Li, Shihong Gao +3

Graph Neural Networks (GNNs) have superior capability in learning graph data. Full-graph GNN training generally has high accuracy, however, it suffers from large peak memory usage…