Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models

Zhibiao Wang, Yunlong Zhou, Ziwei Zhang +4

Graph Transformers, leveraging the global attention to capture long-range dependencies in graph structures, have significantly advanced graph machine learning, but face prohibitive…