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Transfer Learning with Graph Neural Network/Ushahidi
Rekodi ya ushahidi wa mbinu

Transfer Learning with Graph Neural Network

Transfer Learning with Graph Neural Networks (GNNs) adapts a GNN pre-trained on a large source graph dataset to a smaller, often label-scarce target graph task. By reusing learned node and edge representations, this approach achieves strong predictive performance where collecting sufficient labeled graph data is expensive or slow — as is common in chemistry, biology, and social network analysis.

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Transfer Learning with Graph Neural Network (Pre-trained GNN Fine-tuning)
Rekodi ya mbinu ya kiajenda · ml-model / deep-learning
  • Hu, W., Liu, B., Gomes, J., Zitnik, M., Liang, P., Pande, V., & Leskovec, J. (2020). Strategies for Pre-training Graph Neural Networks. In International Conference on Learning Representations (ICLR 2020). · URL
  • Pan, S. J., & Yang, Q. (2010). A survey on transfer learning. IEEE Transactions on Knowledge and Data Engineering, 22(10), 1345–1359. · DOI 10.1109/TKDE.2009.191
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See alsoGraph Neural Network (Network Analysis)machine-suggested · Relational suggestion, not evidence.Taxonomic bucketTransfer Learning with BERT-based Classificationmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketTransfer Learning with Convolutional Neural Networkmachine-suggested · Relational suggestion, not evidence.

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