19 citations · 36 across the 3 of their papers we have counts for
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cs.AI2023★ 19 cited
Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
Shixuan Liu, Changjun Fan, Kewei Cheng +4
Heterogeneous Information Networks (HINs) are information networks with multiple types of nodes and edges. The concept of meta-path, i.e., a sequence of entity types and relation t…
cs.AI2023★ 15 cited
Neural Compositional Rule Learning for Knowledge Graph Reasoning
Kewei Cheng, Nesreen K. Ahmed, Yizhou Sun
Learning logical rules is critical to improving reasoning in KGs. This is due to their ability to provide logical and interpretable explanations when used for predictions, as well…