42 citations · 54 across the 7 of their papers we have counts for
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cs.LG2022★ 42 cited
Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries
Xiao Liu, Shiyu Zhao, Kai Su +6
Knowledge graph (KG) embeddings have been a mainstream approach for reasoning over incomplete KGs. However, limited by their inherently shallow and static architectures, they can h…
cs.LG2021
STNN-DDI: A Substructure-aware Tensor Neural Network to Predict Drug-Drug Interactions
Hui Yu, ShiYu Zhao, JianYu Shi
Motivation: Computational prediction of multiple-type drug-drug interaction (DDI) helps reduce unexpected side effects in poly-drug treatments. Although existing computational appr…