Robust and Generalizable GNN Fine-Tuning via Uncertainty-aware Adapter Learning

Bo Jiang, Weijun Zhao, Beibei Wang +2

Recently, fine-tuning large-scale pre-trained GNNs has yielded remarkable attention in adapting pre-trained GNN models for downstream graph learning tasks. One representative fine-…