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cs.LG2024
WaveRoRA: Wavelet Rotary Route Attention for Multivariate Time Series Forecasting
Aobo Liang, Yan Sun, Nadra Guizani
In recent years, Transformer-based models (Transformers) have achieved significant success in multivariate time series forecasting (MTSF). However, previous works focus on extracti…
cs.LG2024★ 12 cited
Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting
Aobo Liang, Xingguo Jiang, Yan Sun +2
Long-term time series forecasting (LTSF) provides longer insights into future trends and patterns. Over the past few years, deep learning models especially Transformers have achiev…