Since many real world networks are evolving over time, such as social and user-item networks, there increasing research efforts on dynamic network embedding in recent years. They learn node representations from a sequence of graphs but not only the latest network, for preserving both structural temporal information networks. Due to lack comprehensive investigation them, we give survey this pape...