Search Results for author: Zhuolin Liao

Found 2 papers, 1 papers with code

Stationary Diffusion State Neural Estimation for Multiview Clustering

1 code implementation2 Dec 2021 Chenghua Liu, Zhuolin Liao, Yixuan Ma, Kun Zhan

Meanwhile, instead of using auto-encoder in most unsupervised learning graph neural networks, SDSNE uses a co-supervised strategy with structure information to supervise the model learning.

Clustering Multiview Clustering +1

Graph View-Consistent Learning Network

no code implementations1 Jan 2021 Zhuolin Liao, Kun Zhan

The supervised loss uses the known labeled set, while a view-consistent loss is applied to the two views to obtain the consistent representation and a pseudo-label loss is designed by using the common high-confidence predictions.

Node Classification Pseudo Label

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