Knowledge graph reasoning (KGR), aiming to deduce new facts from existing facts based on
mined logic rules underlying knowledge graphs (KGs), has become a fast-growing research …

Recent years have witnessed the resurgence of knowledge engineering which is featured
by the fast growth of knowledge graphs. However, most of existing knowledge graphs are …

Multimodal knowledge graphs have the potential to enhance data spaces by providing a
unified and semantically grounded structured representation of multimodal data produced …

Large-scale knowledge graphs such as Wikidata and DBpedia have become a powerful
asset for semantic search and question answering. However, most of the knowledge graph …

Knowledge graphs serve as a powerful tool to boost model performances for various
applications covering computer vision, natural language processing, multimedia data …

Multi-modal knowledge graphs (MKGs) include not only the relation triplets, but also related
multi-modal auxiliary data (ie, texts and images), which enhance the diversity of knowledge …

Abstract Knowledge graphs serve as crucial resources for various applications. However,
most existing knowledge graphs present symbolic knowledge in the form of natural …