@article{graphfoundationmodelsbridginglanguagemod,
  title = {Graph Foundation Models: Bridging Language Model Paradigms and Graph Optimization},
  author = {Yunhao Liang and Pujun Zhang and Yuan Qu and Shaochong Lin and Zuo-jun Max Shen},
  year = {2025},
  eprint = {2509.24256},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.24256},
}