GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design. - Yuanfu Sun; Zhengnan Ma; Yi Fang; Jing Ma 002; Qiaoyu Tan (NAACL (Findings), 2025)

TrustGLM: Evaluating the Robustness of GraphLLMs Against Prompt, Text, and Structure Attacks. - Qihai Zhang; Xinyue Sheng; Yuanfu Sun; Qiaoyu Tan (CoRR, 2025)