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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Zhicheng Liu

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Open access Jul 2026

HTV-GCN༚A Heterogeneous Three-View Graph Convolution Network for Multi-Label Text Classification

A novel Heterogeneous Three-View Graph Convolution Network (HTV-GCN) is proposed, which combines a group-wise smooth contrastive mechanism with three heterogeneous graphs: global, local, and text-lemma to improve the expressive ability of text-label alignment.

Yili Wang, Zhicheng Liu, Chengsheng Yuan · 0 citations

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