289 citations · 400 across the 9 of their papers we have counts for
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cs.SI2018★ 289 cited
DynGEM: Deep Embedding Method for Dynamic Graphs
Palash Goyal, Nitin Kamra, Xinran He +1
Embedding large graphs in low dimensional spaces has recently attracted significant interest due to its wide applications such as graph visualization, link prediction and node clas…
cs.SI2018★ 58 cited
mvn2vec: Preservation and Collaboration in Multi-View Network Embedding
Yu Shi, Fangqiu Han, Xinwei He +4
Multi-view networks are broadly present in real-world applications. In the meantime, network embedding has emerged as an effective representation learning approach for networked da…