@article{amultiscalerepresentationlearning, title = {A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting}, author = {Boshi Gao and Qingjian Ni and Fanbo Ju and Yu Chen and Ziqi Zhao}, year = {2025}, eprint = {2505.08199}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.08199v2}, }