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Ruijuan Chu

2 accepted papers

2026

ExoTimer: Leveraging Large Language Models for Time Series Forecasting with Exogenous Variables

AAAI 2026technical

Real-world systems often exhibit complex behaviors and are influenced by various external factors, making the integration of exogenous variables essential for accurate and robust time series forecasting. However, modeling time series with exogenous variables remains challenging due to dynamic cross-

Cited by 0SourcePDFScholar
2025

FlightPatchNet: Multi-Scale Patch Network with Differential Coding for Short-Term Flight Trajectory Prediction

UAI 2025

Accurate multi-step flight trajectory prediction plays an important role in Air Traffic Control, which can ensure the safety of air transportation. Two main issues limit the flight trajectory prediction performance of existing works. The first issue is the negative impact on prediction accuracy caus

Cited by 0SourcePDFScholar