"graph learning tasks" Papers

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Relieving the Over-Aggregating Effect in Graph Transformers

Junshu Sun, Wanxing Chang, Chenxue Yang et al.

NEURIPS 2025arXiv:2510.21267

What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding

Hongkang Li, Meng Wang, Tengfei Ma et al.

ICML 2024arXiv:2406.01977
19
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