Brave the Wind and the Waves : Discovering Robust and Generalizable Graph Lottery Tickets
The training and inference of Graph Neural Networks (GNNs) are costly when scaling up to large-scale graphs. Graph Lottery Ticket (GLT) has presented the first attempt to accelerate GNN inference on large-scale graphs by jointly pruning the graph structure and the model weights. Though promising, GL...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 05. Apr., Seite 3388-3405
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| 1. Verfasser: |
Wang, Kun
(VerfasserIn) |
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| Weitere Verfasser: |
Liang, Yuxuan,
Li, Xinglin,
Li, Guohao,
Ghanem, Bernard,
Zimmermann, Roger,
Zhou, Zhengyang,
Yi, Huahui,
Zhang, Yudong,
Wang, Yang |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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