521 citations · 694 across the 7 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
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…
cs.CR2016★ 10 cited
Contextual Weisfeiler-Lehman Graph Kernel For Malware Detection
Annamalai Narayanan, Guozhu Meng, Liu Yang +2
In this paper, we propose a novel graph kernel specifically to address a challenging problem in the field of cyber-security, namely, malware detection. Previous research has reveal…