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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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 5 vom: 12. Mai, Seite 3388-3405
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| Auteur principal: |
Wang, Kun
(Auteur) |
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| Autres auteurs: |
Liang, Yuxuan,
Li, Xinglin,
Li, Guohao,
Ghanem, Bernard,
Zimmermann, Roger,
Zhou, Zhengyang,
Yi, Huahui,
Zhang, Yudong,
Wang, Yang |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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