@article{pamodmodelingcyclicalshiftsviaphaseampli, title = {PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting}, author = {Yingbo Zhou and Yutong Ye and Shuhao Li and Rui Qian and Qiang Huang and Lemao Liu and Li Sun and Dejing Dou}, year = {2026}, eprint = {2605.00466}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.00466}, }