LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering

Li Sun; Zhenhao Huang; Hao Peng; Yujie Wang; Chunyang Liu; Philip S. Yu

2024 ICML ICML 2024

LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Li Sun, Zhenhao Huang, Hao Peng, Yujie Wang, Chunyang Liu, Philip S. Yu

Topics

Machine Learning > Core Methods > Clustering Deep Learning > Architectures > Graph Neural Networks Data Science & Analytics > Applications > Clustering

Keywords

graph clustering structural information hyperbolic space lorentz model unknown cluster number manifold-valued graph convolution

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