Hierarchical Transformer for Scalable Graph Learning
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Blog posts
2023
NAGphormer: A Tokenized Graph Transformer for Node Classificationn in Large Graphs
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NAGphormer: A Tokenized Graph Transformer for Node Classificationn in Large Graphs[ICLR2023]
Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks
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Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks[ICLR2023]
Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs(EGT)
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Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs [SIGKDD2022]
A Generalization of Transformer Networks to Graphs
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A Generalization of Transformer Networks to Graphs (GT) [AAAI 2021]
Graph Propagation Transformer for Graph Representation Learning
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Graph Propagation Transformer for Graph Representation Learning[IJCAI2023]
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
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