AINeutralarXiv – CS AI · 11h ago6/10
🧠
A Hybrid TGN-SEAL Model for Dynamic Graph Link Prediction
Researchers present a hybrid TGN-SEAL model that improves link prediction in dynamic, sparse networks by combining Temporal Graph Networks with enclosing subgraph extraction. The approach achieves at least 2% average precision improvement over standard TGNs on sparse datasets like CDRs and email networks, addressing a key limitation in temporal graph analysis.