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MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline

MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline

23 February 2024
Guangming Sheng
Junwei Su
Chao Huang
Chuan Wu
ArXivPDFHTML

Papers citing "MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline"

4 / 4 papers shown
Title
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities
Pengfei Jiao
Hongjiang Chen
Xuan Guo
Zhidong Zhao
Dongxiao He
Di Jin
AI4CE
29
0
0
07 May 2025
Temporal-Aware Evaluation and Learning for Temporal Graph Neural
  Networks
Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks
Junwei Su
Shan Wu
74
0
0
10 Dec 2024
On the Topology Awareness and Generalization Performance of Graph Neural
  Networks
On the Topology Awareness and Generalization Performance of Graph Neural Networks
Junwei Su
Chuan Wu
AI4CE
32
0
0
07 Mar 2024
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on
  Dynamic Graphs
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs
Yuchen Zhong
Guangming Sheng
Tianzuo Qin
Minjie Wang
Quan Gan
Chuan Wu
AI4CE
GNN
29
6
0
29 Nov 2023
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