59 citations · 71 across the 5 of their papers we have counts for
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cs.AI2020
AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction
Kai Wang, Chunxu Shen, Chaoyun Zhang Wenye Ma
In this paper, we consider the Click-Through-Rate (CTR) prediction problem. Factorization Machines and their variants consider pair-wise feature interactions, but normally we won't…
cs.LG2020★ 59 cited
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
Muhan Zhang, Pan Li, Yinglong Xia +2
In this paper, we provide a theory of using graph neural networks (GNNs) for multi-node representation learning (where we are interested in learning a representation for a set of m…