most citedTimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting

3 citations · 3 across the 1 of their papers we have counts for

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1 paper

cs.LG2025★ 3 cited

TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting

Songtao Huang, Zhen Zhao, Can Li +1

Real-world time series often have multiple frequency components that are intertwined with each other, making accurate time series forecasting challenging. Decomposing the mixed fre…