Beyond Low-Pass Filters: Adaptive Feature Propagation on Graphs

Author:

Li Shouheng,Kim Dongwoo,Wang Qing

Publisher

Springer International Publishing

Reference45 articles.

1. Bianchi, F.M., Grattarola, D., Livi, L., Alippi, C.: Graph neural networks with convolutional ARMA filters. CoRR arxiv:1901.01343 (2019)

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3. Chen, J., Ma, T., Xiao, C.: FastGCN: fast learning with graph convolutional networks via importance sampling. In: 6th International Conference on Learning Representations, ICLR. OpenReview.net (2018)

4. Defferrard, M., Bresson, X., Vandergheynst, P.: Convolutional neural networks on graphs with fast localized spectral filtering. In: Advances in Neural Information Processing Systems (NeurIPS), pp. 3837–3845 (2016)

5. Donnat, C., Zitnik, M., Hallac, D., Leskovec, J.: Learning structural node embeddings via diffusion wavelets. In: Proceedings of the 24th ACM International Conference of Knowledge Discovery & Data Mining (KDD), pp. 1320–1329 (2018)

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