5 citations · 6 across the 4 of their papers we have counts for
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cs.LG2021
Variational Embeddings for Community Detection and Node Representation
Rayyan Ahmad Khan, Muhammad Umer Anwaar, Omran Kaddah +1
In this paper, we study how to simultaneously learn two highly correlated tasks of graph analysis, i.e., community detection and node representation learning. We propose an efficie…
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…