LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization. - Wenzhe Niu; Zongxia Xie; Yanru Sun; Wei He; Man Xu; Chao Hao (CoRR, 2025)

Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment. - Yanru Sun; Emadeldeen Eldele; Zongxia Xie; Yucheng Wang 001; Wenzhe Niu; Qinghua Hu; Chee Keong Kwoh 001; Min Wu 008 (CoRR, 2025)