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cs.LG2025
Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method
Daojun Liang, Haixia Zhang, Dongfeng Yuan
Long-term and Large-scale Wireless Traffic Forecasting (LL-WTF) is pivotal for strategic network management and comprehensive planning on a macro scale. However, LL-WTF poses great…
cs.LG2023★ 1 cited
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?
Daojun Liang, Haixia Zhang, Dongfeng Yuan +3
As Transformer-based models have achieved impressive performance on various time series tasks, Long-Term Series Forecasting (LTSF) tasks have also received extensive attention in r…