Graph Foundation Models for Personalization: A Comprehensive Approach

The authors propose a novel approach to personalization using Graph Foundation Models (GFMs) that combine Graph Neural Networks (GNNs) and Large Language Models (LLMs) to deliver effective recommendations across diverse content types.