A Multivariate Time Series Forecasting Framework Based on Multi-scale Convolution and an Inverted Transformer with Differencing Mechanism

Mengbo Fan, Na Liang, Qingyan Ding, Qian Wang. A Multivariate Time Series Forecasting Framework Based on Multi-scale Convolution and an Inverted Transformer with Differencing Mechanism. In Huazhong Liu, Shadi Ibrahim, Thomas Rauber, editors, Algorithms and Architectures for Parallel Processing - 25th International Conference, ICA3PP 2025, Zhengzhou, China, October 30 - November 2, 2025, Proceedings, Part VII. Volume 16387 of Lecture Notes in Computer Science, pages 455-467, Springer, 2025. [doi]

Authors

Mengbo Fan

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Na Liang

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Qingyan Ding

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Qian Wang

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