8.8k citations · 10.6k across the 35 of their papers we have counts for
Showing cs.SIShow all
2 papers · 1 filter
cs.SI2018★ 42 cited
A Tutorial on Network Embeddings
Haochen Chen, Bryan Perozzi, Rami Al-Rfou +1
Network embedding methods aim at learning low-dimensional latent representation of nodes in a network. These representations can be used as features for a wide range of tasks on gr…
cs.SI2014★ 8.8k cited
DeepWalk: Online Learning of Social Representations
Bryan Perozzi, Rami Al-Rfou, Steven Skiena
We present DeepWalk, a novel approach for learning latent representations of vertices in a network. These latent representations encode social relations in a continuous vector spac…