@article{graphchainlargelanguagemodelsforlargesca, title = {GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining}, author = {Chunyu Wei and Wenji Hu and Xingjia Hao and Xin Wang and Yifan Yang and Yueguo Chen and Yang Tian and Yunhai Wang}, year = {2025}, eprint = {2511.00457}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.00457}, }