3 citations · 5 across the 4 of their papers we have counts for
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cs.LG2024★ 2 cited
NTFormer: A Composite Node Tokenized Graph Transformer for Node Classification
Jinsong Chen, Siyu Jiang, Kun He
Recently, the emerging graph Transformers have made significant advancements for node classification on graphs. In most graph Transformers, a crucial step involves transforming the…
cs.LG2024★ 3 cited
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
Jinsong Chen, Hanpeng Liu, John E. Hopcroft +1
While tokenized graph Transformers have demonstrated strong performance in node classification tasks, their reliance on a limited subset of nodes with high similarity scores for co…