521 citations · 694 across the 5 of their papers we have counts for
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cs.LG2018
apk2vec: Semi-supervised multi-view representation learning for profiling Android applications
Annamalai Narayanan, Charlie Soh, Lihui Chen +2
Building behavior profiles of Android applications (apps) with holistic, rich and multi-view information (e.g., incorporating several semantic views of an app such as API sequences…
cs.LG2016★ 140 cited
subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs
Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen +2
In this paper, we present subgraph2vec, a novel approach for learning latent representations of rooted subgraphs from large graphs inspired by recent advancements in Deep Learning…