405 citations · 2.3k across the 116 of their papers we have counts for
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cs.AI2023★ 5 cited
Knowledge Graph Embedding: An Overview
Xiou Ge, Yun-Cheng Wang, Bin Wang +1
Many mathematical models have been leveraged to design embeddings for representing Knowledge Graph (KG) entities and relations for link prediction and many downstream tasks. These…
cs.AI2022★ 4 cited
GreenKGC: A Lightweight Knowledge Graph Completion Method
Yun-Cheng Wang, Xiou Ge, Bin Wang +1
Knowledge graph completion (KGC) aims to discover missing relationships between entities in knowledge graphs (KGs). Most prior KGC work focuses on learning embeddings for entities…
cs.AI2022★ 6 cited
CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations
Xiou Ge, Yun-Cheng Wang, Bin Wang +1
Translation, rotation, and scaling are three commonly used geometric manipulation operations in image processing. Besides, some of them are successfully used in developing effectiv…