@article{arellmenhancedgraphneuralnetworksrobusta, title = {Are LLM-Enhanced Graph Neural Networks Robust against Poisoning Attacks?}, author = {Yuhang Ma and Jie Wang and Zheng Yan}, year = {2026}, eprint = {2603.26105}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.26105}, }