Graph Foundation Models for Financial Services
Foundation models have transformed language, vision, and multimodal AI, but equivalent progress for graph-structured data remains at an early stage. GFMs [1, 2] aim to learn reusable representations across graph domains and tasks, but major challenges remain in transferability, graph heterogeneity, structural alignment, scalability, and evaluation. Recent surveys describe the fi eld as promising but … Read more