Simplifying approach to node classification in graph neural networks SK Maurya, X Liu, T Murata Journal of Computational Science 62, 101695, 2022 | 49 | 2022 |
Graph neural networks for fast node ranking approximation SK Maurya, X Liu, T Murata ACM Transactions on Knowledge Discovery from Data (TKDD) 15 (5), 1-32, 2021 | 39 | 2021 |
Fast approximations of betweenness centrality with graph neural networks SK Maurya, X Liu, T Murata Proceedings of the 28th ACM international conference on information and …, 2019 | 38 | 2019 |
Improving graph neural networks with simple architecture design SK Maurya, X Liu, T Murata arXiv preprint arXiv:2105.07634, 2021 | 32 | 2021 |
Not all neighbors are friendly: Learning to choose hop features to improve node classification SK Maurya, X Liu, T Murata Proceedings of the 31st ACM International Conference on Information …, 2022 | 8 | 2022 |
Feature selection: Key to enhance node classification with graph neural networks SK Maurya, X Liu, T Murata CAAI Transactions on Intelligence Technology 8 (1), 14-28, 2023 | 6 | 2023 |
Enhancing Aggregation Scheme in Graph Neural Networks to Improve Learning SK MAURYA, SK Maurya (No Title), 2023 | | 2023 |
Not All Neighbors are Friendly SK Maurya, X Liu, T Murata Proceedings of the 31st ACM International Conference on Information …, 2022 | | 2022 |