Mohamed Bouguessa

Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering

2021 · arXiv (Cornell University)

Most recent graph clustering methods have resorted to Graph Auto-Encoders (GAEs) to perform joint clustering and embedding learning. However, two critical issues have been overlooked. First, the accumulative error, inflicted by learning with noisy clustering …