Yu-Yu Dong

Bi-DaR4D: a distance-adaptive quaternion embedding with bidirectional rotation for knowledge graph completion

Knowledge graph embedding (KGE) models encode entities and relations in continuous spaces, but existing translation-, rotation-, and quaternion-based methods still struggle to jointly represent relational directionality and semantic distance. We propose Bi-DaR4D, a quaternion embedding framework that combines bidirec...