A Comprehensive Analysis on LLM-based Node Classification Algorithms. - Xixi Wu; Yifei Shen; Fangzhou Ge; Caihua Shan; Yizhu Jiao; Xiangguo Sun; Hong Cheng 001 (CoRR, 2025)