SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series Forecasting

Zixuan Weng, Jindong Han, Wenzhao Jiang, Hao Liu 0026. SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series Forecasting. In Luiza Antonie, Jian Pei 0001, Xiaohui Yu 0001, Flavio Chierichetti, Hady W. Lauw, Yizhou Sun, Srinivasan Parthasarathy 0001, editors, Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, KDD 2025, Toronto ON, Canada, August 3-7, 2025. pages 3168-3179, ACM, 2025. [doi]

Abstract

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