ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting

Binqing Wu, Jianlong Huang, Zongjiang Shang, Ling Chen 0001. ST-Hyper: Learning High-Order Dependencies Across Multiple Spatial-Temporal Scales for Multivariate Time Series Forecasting. In Meeyoung Cha, Chanyoung Park 0001, Noseong Park, Carl Yang 0001, Senjuti Basu Roy, Jessie Li, Jaap Kamps, Kijung Shin, Bryan Hooi, Lifang He 0001, editors, Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025. pages 3333-3343, ACM, 2025. [doi]

Abstract

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