39 citations · 47 across the 3 of their papers we have counts for
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cs.LG2022★ 39 cited
Contrastive Knowledge Graph Error Detection
Qinggang Zhang, Junnan Dong, Keyu Duan +3
Knowledge Graph (KG) errors introduce non-negligible noise, severely affecting KG-related downstream tasks. Detecting errors in KGs is challenging since the patterns of errors are…
cs.LG2022★ 7 cited
Explaining Dynamic Graph Neural Networks via Relevance Back-propagation
Jiaxuan Xie, Yezi Liu, Yanning Shen
Graph Neural Networks (GNNs) have shown remarkable effectiveness in capturing abundant information in graph-structured data. However, the black-box nature of GNNs hinders users fro…