Space-Invariant Projection in Streaming Network Embedding

Yanwen Zhang, Huiwen Wang, Jichang Zhao

Newly arriving nodes in dynamics networks would gradually make the node embedding space drifted and the retraining of node embedding and downstream models indispensable. An exact t…