@inproceedings{yufei-etal-2026-ngdbench, title = "{NGDB}ench: Towards Neural Graph Data Management", author = "Yufei, LI and Gao, Yisen and Xiong, Jiaxuan and Bai, Jiaxin and Zhong, Shijie and Huang, Haoyu and Xie, Zhongwei and Tsang, Hong Ting and Song, Yangqiu", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1546/", pages = "32890--32923", ISBN = "979-8-89176-462-0" }