Article Versions Notes

Wang P, Zheng H, Xu Q, Dai S, Wang Y, Yue W, Zhu W, Qian T, Zhao L. TS-HTFA: Advancing Time-Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models. Symmetry. 2025; 17(3):401. https://doi.org/10.3390/sym17030401

Wang, Pengfei, Huanran Zheng, Qi’ao Xu, Silong Dai, Yiqiao Wang, Wenjing Yue, Wei Zhu, Tianwen Qian, and Liang Zhao. 2025. "TS-HTFA: Advancing Time-Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models" Symmetry 17, no. 3: 401. https://doi.org/10.3390/sym17030401

Wang, P., Zheng, H., Xu, Q., Dai, S., Wang, Y., Yue, W., Zhu, W., Qian, T., & Zhao, L. (2025). TS-HTFA: Advancing Time-Series Forecasting via Hierarchical Text-Free Alignment with Large Language Models. Symmetry, 17(3), 401. https://doi.org/10.3390/sym17030401