Wenzhen Liu

Nanjing University of Posts and Telecommunications

China

  • Nanjing University of Posts and Telecommunications

SCHOLARLY PAPERS

2

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58

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0

Scholarly Papers (2)

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1.

A Global Disentangled Graph Convolutional Neural Network Based on Graph Topological Metric

Number of pages: 10 Posted: 08 Sep 2023
Guoqiang Zhou, Wenzhen Liu, Xiaoyu Mao, ShuDi Bao, Haoran Li, Jiahua Shi, Huaming Chen, Jun Shen and Yuanming Huang
Nanjing University of Posts and Telecommunications, Nanjing University of Posts and Telecommunications, Nanjing University of Posts and Telecommunications, Ningbo University of Technology, University of Wollongong, University of Wollongong, The University of Sydney, University of Wollongong and University of Technology Sydney (UTS)
Downloads 38 (950,723)

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graph convolutional network, disentanglement, Mean Average Distance, Jensen-Shannon MI estimator

2.

Relieving the Over-Smoothing Using Graph Disentanglement with Latent Bottlenecks ⋆

Number of pages: 13 Posted: 09 Aug 2023
Wenzhen Liu, Kexi Xu, Guoqiang Zhou, Xiaoyu Mao, Jiachen Shi, ShuDi Bao and Yuming Zhou
Nanjing University of Posts and Telecommunications, Samsung Research & Development Institute, Nanjing University of Posts and Telecommunications, Nanjing University of Posts and Telecommunications, Nanjing University of Posts and Telecommunications, Ningbo University of Technology and Nanjing University
Downloads 20 (1,154,700)

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graph convolutional network, over-smoothing, graph disentanglement, information bottleneck, generative model, MAD.