Towards Neural Graph Data Management. - Yufei Li; Yisen Gao; Jiaxin Bai; Jiaxuan Xiong; Haoyu Huang; Zhongwei Xie; Hong Ting Tsang; Yangqiu Song (CoRR, 2026)