Landmark-Based Node Representations for Shortest Path Distance Approximations in Random Graphs

My Le, Luana Ruiz, Souvik Dhara

Learning node representations is a fundamental problem in graph machine learning. While existing embedding methods effectively preserve local similarity measures, they often fail t…