Search Results for author: Yuanning Cui

Found 3 papers, 3 papers with code

Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs

1 code implementation29 Nov 2022 Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu

We consider knowledge transfer and retention of the learning on growing snapshots of a KG without having to learn embeddings from scratch.

Knowledge Graphs Transfer Learning

Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs

1 code implementation23 Jul 2022 Yuxin Wang, Yuanning Cui, Wenqiang Liu, Zequn Sun, Yiqiao Jiang, Kexin Han, Wei Hu

To avoid retraining an entire model on the whole KGs whenever new entities and triples come, we present a continual alignment method for this task.

Entity Alignment Knowledge Graphs

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