1. Sami Abu-El-Haija Amol Kapoor Bryan Perozzi and Joonseok Lee. 2020. N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification. In Uncertainty in Artificial Intelligence. PMLR 841–851. Sami Abu-El-Haija Amol Kapoor Bryan Perozzi and Joonseok Lee. 2020. N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification. In Uncertainty in Artificial Intelligence. PMLR 841–851.
2. Ranking hubs and authorities using matrix functions
3. Inside PageRank
4. Cristian Bodnar , Fabrizio Frasca , Yuguang Wang , Nina Otter , Guido F Montufar , Pietro Lio , and Michael Bronstein . 2021 . Weisfeiler and lehman go topological: Message passing simplicial networks . In International Conference on Machine Learning. PMLR, 1026–1037 . Cristian Bodnar, Fabrizio Frasca, Yuguang Wang, Nina Otter, Guido F Montufar, Pietro Lio, and Michael Bronstein. 2021. Weisfeiler and lehman go topological: Message passing simplicial networks. In International Conference on Machine Learning. PMLR, 1026–1037.
5. Aleksandar Bojchevski and Stephan Günnemann. 2017. Deep gaussian embedding of graphs: Unsupervised inductive learning via ranking. arXiv preprint arXiv:1707.03815(2017). Aleksandar Bojchevski and Stephan Günnemann. 2017. Deep gaussian embedding of graphs: Unsupervised inductive learning via ranking. arXiv preprint arXiv:1707.03815(2017).