Robust Graph Fine-Tuning with Adversarial Graph Prompting

Ziyan Zhang, Bo Jiang, Jin Tang

Parameter-Efficient Fine-Tuning (PEFT) method has emerged as a dominant paradigm for adapting pre-trained GNN models to downstream tasks. However, existing PEFT methods usually exh…