Multi-view graph imputation network

Xin Peng, Jieren Cheng, Xiangyan Tang, Bin Zhang, Wenxuan Tu

Abstract: Highlights•In the real world, it is difficult to analyze attribute-missing graphs.•Propose a novel self-supervised graph representation learning method for attribute-missing graphs.•Perform attribute imputation in the input space of the attribute-missing graph.•Demonstrate state-of-the-art performance on four benchmark datasets.