Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuits

Chenhui Deng, Zichao Yue, Cunxi Yu +4

While graph neural networks (GNNs) have gained popularity for learning circuit representations in various electronic design automation (EDA) tasks, they face challenges in scalabil…