@article{synthesizeongraphknowledgeablesynthetic,
  title = {Synthesize-on-Graph: Knowledgeable Synthetic Data Generation for Continue Pre-training of Large Language Models},
  author = {Xuhui Jiang and Shengjie Ma and Chengjin Xu and Cehao Yang and Liyu Zhang and Jian Guo},
  year = {2025},
  eprint = {2505.00979},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.00979v2},
}