Accurately estimating commuting flow is essential for optimizing urban planning and traffic design. The latest graph neural network (GNN) model with the encoder-decoder-predictor components has several limitations. First. it ignores the temporal dependency of node features for node embedding. https://yeswellneses.shop/product-category/first-aid-kits/