Sep 2026
SMArT: A Self-Driven Multiview Architecture Leveraging Large Language Models for Time Series Forecasting.
SMArT enriches intrapatch semantics through self-supervised multiview fusion, and establishes an effective framework for TSF by integrating self-driven multiview learning with LLMs' reasoning power.
Wen-Bin Xing, Meng-Ran Li, Bo-Yuan Zhang et al.
· IEEE Transactions on Neural... · 0 citations