A unified adaptive graph structure generation method for spatio-temporal graph forecasting

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Xu Wang, Nanjie Lai, Peiji Liu, Zongwei Wang, Min Gao

Published: 01 Jan 2025, Last Modified: 17 May 2025Knowl. Based Syst. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A graph generation SGX2-STGF for spatio-temporal graph forecasting is proposed.•SGX2-STGF can optimize graph structure automatically without pre-defined graph.•SGX2-STGF can be integrated into other models and enhance their performance.•The extensive experiments showcase the versatility and superiority.