Bu-Sheng Zhang

ZeroGAR: Benchmarking the Adversarial Robustness of Zero-Shot Graph Models

Zero-shot graph models (ZGMs), which learn transferable knowledge from source graphs and directly apply to unseen target graphs without any adaptation, have achieved promising performance and attracted considerable attention. Despite their proliferation, existing ZGMs are predominantly evaluated on clean graphs, while...