Graph Inductive Biases in Transformers without Message Passing

Liheng Ma, Chen Lin, Derek Lim +5

Transformers for graph data are increasingly widely studied and successful in numerous learning tasks. Graph inductive biases are crucial for Graph Transformers, and previous works…