University of Dayton

Arthur H Busch

Arthur Busch received his B.A. in 1997 from the University of Washington, and worked as a programmer in the investment and oil and gas industry in Denver. He received his Ph.D. in 2005 from the ...
IEEE

Path-RotatE: Knowledge Graph Embedding by Relational Rotation of Path in Complex Space

Abstract: We study the problem of learning knowledge representations of entities and relations in knowledge graphs to predict missing links. The key to precisely accomplish a such task is modeling and ...
IEEE

Flexible Memory Rotation (FMR): Rotated Representation with Dynamic Regularization to Overcome Catastrophic Forgetting in Continual Knowledge Graph Learning

Abstract: As a special type of Knowledge Graph (KG), Continual Knowledge Graph Learning (CKGL) plays a pivotal role in various areas such as recommendation systems, search engines, and personalized ...