QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting

Junkai Lin, Siqi Hou, Raymond Lee

Forecasting non-stationary time series remains difficult due to long-range dependencies, local volatility bursts, structural shifts, and nonlinear oscillatory behaviors. Although T…