9 citations · 19 across the 5 of their papers we have counts for
5 papers
A Survey on Temporal Knowledge Graph: Representation Learning and Applications
Li Cai, Xin Mao, Yuhao Zhou +3
Knowledge graphs have garnered significant research attention and are widely used to enhance downstream applications. However, most current studies mainly focus on static knowledge…
Temporal Knowledge Graph Completion with Time-sensitive Relations in Hypercomplex Space
Li Cai, Xin Mao, Zhihong Wang +4
Temporal knowledge graph completion (TKGC) aims to fill in missing facts within a given temporal knowledge graph at a specific time. Existing methods, operating in real or complex…
An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation
Li Cai, Xin Mao, Youshao Xiao +2
Entity alignment (EA) aims to find the equivalent entity pairs between different knowledge graphs (KGs), which is crucial to promote knowledge fusion. With the wide use of temporal…
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation
Lianshang Cai, Linhao Zhang, Dehong Ma +6
Pre-trained language models have become a crucial part of ranking systems and achieved very impressive effects recently. To maintain high performance while keeping efficient comput…
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs
Li Cai, Xin Mao, Meirong Ma +3
Entity alignment (EA) aims to find entities in different knowledge graphs (KGs) that refer to the same object in the real world. Recent studies incorporate temporal information to…