@article{periodnetboostingthepotentialofattention, title = {PeriodNet: Boosting the Potential of Attention Mechanism for Time Series Forecasting}, author = {Bowen Zhao and Huanlai Xing and Zhiwen Xiao and Jincheng Peng and Li Feng and Xinhan Wang and Rong Qu and Hui Li}, year = {2025}, eprint = {2511.19497}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.19497}, }