Open access
2026
Hierarchical Graph Federated Learning for Cross-Domain Intelligent Transportation Networks
Experiments demonstrate that HG-FL achieves superior performance compared to centralized, flat federated, and graph-only baselines, and highlight the framework’s scalability, robustness, and effectiveness in achieving cross-domain generalization and service-level assurance within privacy-preserving ITS environments.
Mohammed Saad Javeed, Jannatul Maua, Md Shafiq Ullah et al.
· IEEE Open Journal of Intelli... · 0 citations