Wu Binquan

Time-CoT: Hierarchical Reasoning with Temporal Semantic Codes for Multivariate Time Series Classification

Integrating Large Language Models (LLMs) into time series tasks has yielded impressive performance. While some works aim to enhance accuracy by explicitly designing step-by-step reasoning into prompts, such explicit Chain-of-Thought (CoT) approaches are difficult to generalize to time series. This i…