2 papers
cs.LG2025
Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting
Hongjin Song, Qianrun Chen, Tianqi Jiang +4
Accurately predicting the wind power output of a wind farm across various time scales utilizing Wind Power Forecasting (WPF) is a critical issue in wind power trading and utilizati…
cs.AI2024
DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting
Songtao Huang, Hongjin Song, Tianqi Jiang +5
Accurate traffic forecasting is essential for effective urban planning and congestion management. Deep learning (DL) approaches have gained colossal success in traffic forecasting…