Research on graph learning and knowledge graph applications is being presented in various technical tracks at an artificial intelligence conference. The work includes developments in model collaboration, knowledge-aware recommendation systems, and unified representation learning. Multiple studies are being published across different volumes and issues, indicating a range of approaches and applications in the field.