Riadh Ksantini

Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering

Most recent graph clustering methods rely on pretraining graph auto-encoders using self-supervision techniques (pretext task) and finetuning based on pseudo-supervision (main task). However, the transition from self-supervision to pseudo-supervision has never been studied from a geometric perspectiv…