Before revision:  To address the above problems, we propose a novel graph-based deep learning framework for travel time estimation , namely Spatial-Temporal Dual Graph Neural Networks (STDGNN).
After revision:  To address the above problems, we propose a novel graph-based deep learning framework for travel time estimation is proposed in this paper, namely Spatio-Temporal Dual Graph Neural Networks (STDGNN).