Deep neighbor-aware embedding for node clustering in attributed graphs

•We proposed a neighbor-aware embedding algorithm for attributed graph clustering.•Embedding learning and clustering are jointly optimized in an end-to-end manner.•The embedding learning is specialized for clustering task.•The experiment results outperform state-of-the-art graph clustering methods.