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Multimodal graph neural network with large language models for node and link prediction

IntroductionGraph data representation is widely applicable in numerous real-world scenarios, and recent advances in graph neural networks (GNNs) have enabled effective modeling of complex associations in graph-structured data. However, GNNs are often constrained by the over-smoothing problem, which...

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書誌詳細
主要な著者: Bo Peng, Huan Xu, Xiangjiu Che
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2026-06-01
シリーズ:Frontiers in Artificial Intelligence
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オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/frai.2026.1758852/full
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