@article{stoxlstmastochasticextendedlongshortterm, title = {StoxLSTM: A Stochastic Extended Long Short-Term Memory Network for Time Series Forecasting}, author = {Zihao Wang and Yunjie Li and Lingmin Zan and Zheng Gong and Mengtao Zhu}, year = {2025}, eprint = {2509.01187}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.01187}, }