@article{unifyingtextsemanticsandgraphstructures,
  title = {Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models},
  author = {Siwei Zhang and Yun Xiong and Yateng Tang and Xi Chen and Zian Jia and Zehao Gu and Jiarong Xu and Jiawei Zhang},
  year = {2025},
  eprint = {2503.14411},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.14411v2},
}