71 citations · 108 across the 4 of their papers we have counts for
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cs.LG2020★ 5 cited
Metapath- and Entity-aware Graph Neural Network for Recommendation
Muhammad Umer Anwaar, Zhiwei Han, Shyam Arumugaswamy +6
In graph neural networks (GNNs), message passing iteratively aggregates nodes' information from their direct neighbors while neglecting the sequential nature of multi-hop node conn…
cs.LG2015★ 13 cited
Learning Co-Sparse Analysis Operators with Separable Structures
Matthias Seibert, Julian Wörmann, Rémi Gribonval +1
In the co-sparse analysis model a set of filters is applied to a signal out of the signal class of interest yielding sparse filter responses. As such, it may serve as a prior in in…