We propose an efficient and simple semantic segmentation model, termed as GLFromer. GLFomer has two contributions. Firstly, unlike the traditional hybrid Transformer-CNN structure, we propose the ...

Deep graph convolutional networks (GCNs) have shown promising performance in traffic prediction tasks, but their practical deployment on resource-constrained devices faces challenges. First, few ...