LightCapsGNN: light capsule graph neural network for graph classification

Author:

Yan Yucheng,Li Jin,Xu Shuling,Chen Xinlong,Liu Genggeng,Fu Yang-Geng

Funder

National Natural Science Foundation of China

Natural Science Foundation of Fujian Province

Publisher

Springer Science and Business Media LLC

Reference41 articles.

1. Waikhom L, Patgiri R (2021) Graph neural networks: methods, applications, and opportunities. arXiv preprint arXiv:2108.10733

2. Diehl F, Brunner T, Le MT, Knoll A (2019) Towards graph pooling by edge contraction. In: ICML 2019 workshop on learning and reasoning with graph-structured data

3. Ying Z, You J, Morris C, Ren X, Hamilton W, Leskovec J (2018) Hierarchical graph representation learning with differentiable pooling. In: Advances in neural information processing systems 31

4. Lee J, Lee I, Kang J (2019) Self-attention graph pooling. In: International conference on machine learning, pp. 3734–3743. PMLR

5. Zhang Z, Bu J, Ester M, Zhang J, Yao C, Yu Z, Wang C (2019) Hierarchical graph pooling with structure learning. arXiv preprint arXiv:1911.05954

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