Robust Node Classification on Graphs

Author:

Zhuang Jun1,Al Hasan Mohammad1

Affiliation:

1. Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA

Funder

National Science Foundation

Publisher

ACM

Reference81 articles.

1. Smriti Bhagat , Graham Cormode , and S Muthukrishnan . 2011. Node classification in social networks . In Social network data analytics . Springer , 115--148. Smriti Bhagat, Graham Cormode, and S Muthukrishnan. 2011. Node classification in social networks. In Social network data analytics. Springer, 115--148.

2. Friend or Faux: Graph-Based Early Detection of Fake Accounts on Social Networks

3. Joan Bruna , Wojciech Zaremba , Arthur Szlam , and Yann LeCun . 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 ( 2013 ). Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun. 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 (2013).

4. Heng Chang , Yu Rong , Tingyang Xu , Yatao Bian , Shiji Zhou , Xin Wang , Junzhou Huang , and Wenwu Zhu . 2021 . Not All Low-Pass Filters are Robust in Graph Convolutional Networks . Advances in Neural Information Processing Systems , Vol. 34 (2021). Heng Chang, Yu Rong, Tingyang Xu, Yatao Bian, Shiji Zhou, Xin Wang, Junzhou Huang, and Wenwu Zhu. 2021. Not All Low-Pass Filters are Robust in Graph Convolutional Networks. Advances in Neural Information Processing Systems, Vol. 34 (2021).

5. Liang Chen , Jintang Li , Qibiao Peng , Yang Liu , Zibin Zheng , and Carl Yang . 2021. Understanding structural vulnerability in graph convolutional networks. arXiv preprint arXiv:2108.06280 ( 2021 ). Liang Chen, Jintang Li, Qibiao Peng, Yang Liu, Zibin Zheng, and Carl Yang. 2021. Understanding structural vulnerability in graph convolutional networks. arXiv preprint arXiv:2108.06280 (2021).

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