2026
DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs
ICML 2026poster
Federated graph learning (FGL) enables collaborative training on graph data across multiple clients. With the rise of large language models (LLMs), textual attributes in FGL graphs are gaining attention. Text-attributed graph federated learning (TAG-FGL) improves FGL by explicitly leveraging LLMs to…