2026
FedFINFO: A General Full-Informativeness Federated Graph Learning from Open Cross-Domain Data
IJCAI 2026
Open cross-domain federated graph learning facilitates collaborative learning among clients from distinct graph domains while preserving privacy. However, severe structure and feature heterogeneity in open scenarios exacerbates the multiplicative amplification of structural and feature noises within