A Comprehensive Data-centric Overview of Federated Graph Learning. - Zhengyu Wu; Xunkai Li; Yinlin Zhu; Zekai Chen; Guochen Yan; Yanyu Yan; Hao Zhang; Yuming Ai; Xinmo Jin; Rong-Hua Li; Guoren Wang (CoRR, 2025)