no code implementations • 5 Jul 2023 • Qijie Ding, Jie Yin, Daokun Zhang, Junbin Gao
Entity alignment (EA) aims at identifying equivalent entity pairs across different knowledge graphs (KGs) that refer to the same real-world identity.
no code implementations • 1 Jul 2023 • Has Sun, Xiaoli Tang, Chengyi Yang, Zhenpeng Yu, Xiuli Wang, Qijie Ding, Zengxiang Li, Han Yu
Federated learning (FL) offers a solution to this problem by enabling local data processing on each participant, such as gas companies and heating stations.
1 code implementation • 5 Sep 2022 • Qijie Ding, Daokun Zhang, Jie Yin
The key idea is to iteratively pseudo-label alignment pairs empowered with conflict-aware optimal transport (OT) modeling to boost the precision of entity alignment.