no code implementations • 10 Mar 2022 • Ruijie Qi, Jianbin Huang, He Li, Qinglin Tan, Longji Huang, Jiangtao Cui
Moreover, we introduce the Update-To-Data (UTD) ratio to control the number of data reuses to improve the problem of low data utilization.
no code implementations • 14 Nov 2020 • Zhenghao Zhang, Jianbin Huang, Qinglin Tan
However, in most existing embedding methods, only fact triplets are utilized, and logical rules have not been thoroughly studied for the knowledge base completion task.
no code implementations • 12 Nov 2020 • Zhenghao Zhang, Jianbin Huang, Qinglin Tan
To tackle above challenges, we propose a novel framework for incorporating temporal information into HIN embedding, denoted as Multi-View Dynamic HIN Embedding (MDHNE), which can efficiently preserve evolution patterns of implicit relationships from different views in updating node representations over time.