Wang R. Graph-DDL: A Goal-Directed Deep Learning Framework Integrating Spatial-Temporal Graph Neural Networks with Asymptotically Stable Dynamical Systems for Pedestrian Trajectory Prediction. SJISR. 2026;8(4):1-10. doi:10.54691/h1jyjh44