Before revision:  Among them, graph attention networks (GATs) first employ a self-attention strategy to learn attention weights for each edge in the spatial domain.
After revision:  Among them, Graph Attention Network (GAT) first employs a self-attention strategy to learn attention weights for each edge in the spatial domain.