Rethinking Message Passing as Retrieval for Text-Attributed Graph Learning

Jintang Li, Yuhong Chen, Ruofan Wu +4

Graph neural networks (GNNs) are typically conceptualized as message-passing neural networks, yet it remains unclear why neighborhood aggregation reliably outperforms node-wise mul…