Transferability of graph neural networks: an extended graphon approach S Maskey, R Levie, G Kutyniok Applied and Computational Harmonic Analysis 63, 48-83, 2023 | 21 | 2023 |
Generalization analysis of message passing neural networks on large random graphs S Maskey, R Levie, Y Lee, G Kutyniok Advances in Neural Information Processing Systems, 2022 | 17 | 2022 |
Stability and generalization capabilities of message passing graph neural networks S Maskey, Y Lee, R Levie, G Kutyniok arXiv preprint arXiv:2202.00645, 2022 | 7 | 2022 |
Generalized Laplacian Positional Encoding for Graph Representation Learning S Maskey, A Parviz, M Thiessen, H Stärk, Y Sadikaj, H Maron NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022 | 2 | 2022 |
A Fractional Graph Laplacian Approach to Oversmoothing S Maskey, R Paolino, A Bacho, G Kutyniok arXiv preprint arXiv:2305.13084, 2023 | 1 | 2023 |