Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Representation Alignment

Yanru Sun, Emadeldeen Eldele, Zongxia Xie +5

Recent advances have demonstrated that Large Language Models (LLMs) can be effectively adapted for time series forecasting, revealing strong potential beyond natural language tasks…