IEEE transactions on neural networks and learning systems
Multiscale Contrastive Learning for Node Clustering Based on Variational Graph Auto-Encoder.
Nazila Pourhaji Aghayengejeh, M A Balafar, Jafar Tanha, Narjes Nikzad Khasmakhi, Shervin Minaee
Published: 202510.1109/TNNLS.2025.3610024
Abstract
Variational graph auto-encoders (VGAEs) are a key tool for node clustering, but existing models face several significant challenges. These challenges include a mismatch between inference and generative models after incorporating the clustering induct…
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