Company-as-Tribe: Company Financial Risk Assessment on Tribe-Style Graph with Hierarchical Graph Neural Networks

Author:

Bi Wendong1,Xu Bingbing2,Sun Xiaoqian2,Wang Zidong2,Shen Huawei2,Cheng Xueqi2

Affiliation:

1. Institute of Computing Technology, University of Chinese Academy of Sciences, Beijing, China

2. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

Funder

Beijing Nova Program

National Natural Science Foundation of China

Publisher

ACM

Reference39 articles.

1. Franklin Allen and Ana Babus . 2009. Networks in finance. The network challenge: strategy, profit, and risk in an interlinked world 367 ( 2009 ). Franklin Allen and Ana Babus. 2009. Networks in finance. The network challenge: strategy, profit, and risk in an interlinked world 367 (2009).

2. Phillip Bonacich . 1987. Power and centrality: A family of measures. American journal of sociology 92, 5 ( 1987 ), 1170--1182. Phillip Bonacich. 1987. Power and centrality: A family of measures. American journal of sociology 92, 5 (1987), 1170--1182.

3. Complex Financial Networks and Systemic Risk: A Review

4. Jianfei Chen , Jun Zhu , and Le Song . 2017. Stochastic training of graph convolutional networks with variance reduction. arXiv preprint arXiv:1710.10568 ( 2017 ). Jianfei Chen, Jun Zhu, and Le Song. 2017. Stochastic training of graph convolutional networks with variance reduction. arXiv preprint arXiv:1710.10568 (2017).

5. Ming Chen , Zhewei Wei , Zengfeng Huang , Bolin Ding , and Yaliang Li . 2020 . Simple and deep graph convolutional networks . In International Conference on Machine Learning. PMLR, 1725--1735 . Ming Chen, Zhewei Wei, Zengfeng Huang, Bolin Ding, and Yaliang Li. 2020. Simple and deep graph convolutional networks. In International Conference on Machine Learning. PMLR, 1725--1735.

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