RAG-GFM: Overcoming In-Memory Bottlenecks in Graph Foundation Models via Retrieval-Augmented Generation. - Haonan Yuan; Qingyun Sun; Jiacheng Tao; Xingcheng Fu; Jianxin Li 002 (WWW, 2026)