GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments

Enjun Du, Xunkai Li, Tian Jin +3

The era of foundation models has revolutionized AI research, yet Graph Foundation Models (GFMs) remain constrained by the scarcity of large-scale graph corpora. Traditional graph d…