Urban Region Pre-training and Prompting: A Graph-based Approach

J Jin, Y Song, D Kan, H Zhu, X Sun, Z Li, X Sun… - arXiv preprint arXiv …, 2024 - arxiv.org
Urban region representation is crucial for various urban downstream tasks. However,
despite the proliferation of methods and their success, acquiring general urban region …

Generalized spatial–temporal regression graph convolutional transformer for traffic forecasting

L Xiong, L Su, S Zeng, X Li, T Wang, F Zhao - Complex & Intelligent …, 2024 - Springer
Spatial–temporal data is widely available in intelligent transportation systems, and
accurately solving non-stationary of spatial–temporal regression is critical. In most traffic flow …