Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs. - Xingyu Zhang; Hanyun Du; Zeen Song; Jianqi Zhang; Changwen Zheng; Wenwen Qiang (CoRR, 2026)