Open access
Aug 2026
GNN-LS: An Information-Enhanced Method for Label Scarcity on Graphs
A dual guidance strategy that effectively utilizes unlabeled nodes while considering prediction reliability to provide stronger extra supervised guidance for the model and a multi-view integration mechanism that determines coefficients between intrinsic information from different views according to their respective fit...
Haoran Yang, Junli Wang, Rui Duan et al.
· ACM Transactions on Knowledg... · 0 citations