From the ablation experiments, we also demonstrate the proposed multi-graph mechanism is effective and can effective encoding the non-Euclidean spatial correlation and semantic attributes in road ...

First, we identify several kinds of semantic correlations, and encode the non-Euclidean spatial correlations and heterogeneous semantic correlations among roads into multiple graphs. These ...