no code implementations • 28 Mar 2024 • Jiapu Wang, Zheng Cui, Boyue Wang, Shirui Pan, Junbin Gao, BaoCai Yin, Wen Gao
However, existing Temporal Knowledge Graph Completion (TKGC) methods either model TKGs in a single space or neglect the heterogeneity of different curvature spaces, thus constraining their capacity to capture these intricate geometric structures.
1 code implementation • 4 Aug 2023 • Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, BaoCai Yin, Wen Gao
Temporal characteristics are prominently evident in a substantial volume of knowledge, which underscores the pivotal role of Temporal Knowledge Graphs (TKGs) in both academia and industry.
no code implementations • 14 Jun 2023 • Shirui Pan, Linhao Luo, YuFei Wang, Chen Chen, Jiapu Wang, Xindong Wu
In this article, we present a forward-looking roadmap for the unification of LLMs and KGs.