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Jun, 2024
NTFormer:一种用于节点分类的复合节点标记图注意力转换器
NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification
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Jinsong Chen, Siyu Jiang, Kun He
TL;DR
通过引入名为Node2Par的新型令牌生成器,NTFormer提出了一种新的图变换器,允许从不同的角度生成有价值的令牌序列,确保对丰富的图特征进行全面表达,并在各种基准数据集上进行了广泛的实验,证明了NTFormer在节点分类中的优越性。
Abstract
Recently, the emerging
graph transformers
have made significant advancements for
node classification
on graphs. In most
graph transformers
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