服装 发表于 2025-3-21 19:38:10

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无意 发表于 2025-3-21 22:13:59

Making Sense of the Smell of Bangladesh GCN, including GraphSAGE (with an inductive framework for unseen data), graph attention network (with the attention mechanism for aggregating neighbors), and heterogeneous graph attention network (with semantic-level attention for heterogeneous graphs).

阴险 发表于 2025-3-22 04:04:02

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anagen 发表于 2025-3-22 04:55:52

2151-0067 m many different domains.Summarizes the basic concepts and tThis book provides a comprehensive introduction to the foundations and frontiers of graph neural networks. In addition, the book introduces the basic concepts and definitions in graph representation learning and discusses the development of

modifier 发表于 2025-3-22 12:09:27

Palgrave Studies in the History of Childhoodntal part of GNNs. In this chapter, we will introduce the message-passing functions of three representative homogeneous GNNs. Further, we show that most existing homogeneous GNNs can be unified as a closed-form framework, which may help the researchers understand and interpret the principles behind message-passing mechanism.

出汗 发表于 2025-3-22 15:16:36

Palgrave Studies in the History of Childhood. In this chapter, we introduce three heterogeneous graph neural networks (HGNNs), including heterogeneous graph propagation network (hpn), distance encoding-based heterogeneous graph neural network (DHN), and self-supervised heterogeneous graph neural network with co-contrastive learning (HeCo).

装勇敢地做 发表于 2025-3-22 20:36:23

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fatty-streak 发表于 2025-3-22 23:41:25

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泰然自若 发表于 2025-3-23 02:12:30

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悄悄移动 发表于 2025-3-23 06:48:46

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查看完整版本: Titlebook: Advances in Graph Neural Networks; Chuan Shi,Xiao Wang,Cheng Yang Book 2023 The Editor(s) (if applicable) and The Author(s), under exclusi