Unifying and Improving Graph Convolutional Neural Networks with Wavelet Denoising Filters-Reference-Cited by-同舟云学术

Unifying and Improving Graph Convolutional Neural Networks with Wavelet Denoising Filters

Published:2023-04-30 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the ACM Web Conference 2023
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Author:

Wan Liangtian¹^ORCID,Li Xiaona¹^ORCID,Han Huijin¹^ORCID,Yan Xiaoran²^ORCID,Sun Lu³^ORCID,Ning Zhaolong⁴^ORCID,Xia Feng⁵^ORCID

Affiliation:

1. Key Laboratory for Ubiquitous Network and Service Software of Liaoning Province, School of Software, Dalian University of Technology, China

2. Research Center of Big Data Intelligence, Research Institute of Artificial Intelligence, Zhejiang Lab, China

3. Department of Communication Engineering, Institute of Information Science Technology, Dalian Maritime University, China

4. School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing University of Posts and Telecommunications, China

5. School of Computing Technologies, RMIT University, Australia

Funder

Fundamental Research Funds for the Central Universities

Zhejiang Lab

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3543507.3583253

Reference38 articles.

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2. Davide Boscaini , Jonathan Masci , Simone Melzi , Michael M Bronstein , Umberto Castellani , and Pierre Vandergheynst . 2015. Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks . In Computer graphics forum, Vol. 34 . Wiley Online Library , 13–23. Davide Boscaini, Jonathan Masci, Simone Melzi, Michael M Bronstein, Umberto Castellani, and Pierre Vandergheynst. 2015. Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks. In Computer graphics forum, Vol. 34. Wiley Online Library, 13–23.

3. J. Bruna , W. Zaremba , A. Szlam , and Y. LeCun . 2013. Spectral Networks and Locally Connected Networks on Graphs. ArXiv e-prints (Dec . 2013 ). J. Bruna, W. Zaremba, A. Szlam, and Y. LeCun. 2013. Spectral Networks and Locally Connected Networks on Graphs. ArXiv e-prints (Dec. 2013).

4. Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding and Yaliang Li. [n. d.]. Simple and Deep Graph Convolutional Networks. ([n. d.]) 11. Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding and Yaliang Li. [n. d.]. Simple and Deep Graph Convolutional Networks. ([n. d.]) 11.

5. Graph wavelets for spatial traffic analysis

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