Chin-Chi Hsu

PRUNE: Preserving Proximity and Global Ranking for Network Embedding

We investigate an unsupervised generative approach for network embedding. A multi-task Siamese neural network structure is formulated to connect embedding vectors and our objective to preserve the global node ranking and local proximity of nodes. We provide deeper analysis to connect the proposed pr…