Zongmin Ma

Multi-modal knowledge graph reasoning and applications: A comprehensive survey

With the rapid growth of multi-modal data, multi-modal knowledge graphs (MMKGs) have emerged as an important research focus in intelligent reasoning by integrating structured knowledge with information from diverse modalities, such as text, images, and audio. This paper provides...