@article{canllmsalleviatecatastrophicforgettingin,
  title = {Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study},
  author = {Ziyang Cheng and ZHIXUN LI and Yuhan Li and Yixin Song and Kangyi Zhao and Dawei Cheng and Jia Li and Jeffrey Xu Yu},
  year = {2025},
  eprint = {2505.18697},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.18697v1},
}