An Analysis of Role Semantics in Directed Dynamic Graph Modeling for Edge Classification.

arXiv:2602.23135v3 Announce Type: replace-cross Abstract: Edge classification on directed dynamic graphs is critical for understanding evolving user-item interactions and behavioral patterns in recommender systems and social platforms. Existing dynamic graph a