Before revision:  The Graformer learns to weigh these node-node relations differently for different attention heads, thus virtually learning differently connected views of the input graph.
After revision:  The Graformer learns to weight these node-node relations differently for different attention heads, thus virtually learning differently connected views of the input graph.