2026
Multi-Domain Transferable Graph Gluing for Building Graph Foundation Models
ICLR 2026oral
Multi-domain graph pre-training integrates knowledge from diverse domains to enhance performance in the target domains, which is crucial for building graph foundation models. Despite initial success, existing solutions often fall short of answering a fundamental question: how is knowledge integrated…