2 papers
cs.LG2026
Decision-Focused Continual Learning for Seaport Power-Logistics Scheduling: Generalization across Varying Tasks
Chuanqing Pu, Feilong Fan, Nengling Tai +3
Power-logistics scheduling in modern seaports typically follows a predict-then-optimize pipeline. To enhance the decision quality of predictions, decision-focused learning has been…
eess.SY2025
A Hybrid Strategy for Probabilistic Forecasting and Trading of Aggregated Wind-Solar Power: Design and Analysis in HEFTCom2024
Chuanqing Pu, Feilong Fan, Nengling Tai +2
Obtaining accurate probabilistic energy forecasts and making effective decisions amid diverse uncertainties are routine challenges in future energy systems. This paper presents the…