George Dasoulas
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Coloring Graph Neural Networks for Node Disambiguation
G Dasoulas, LD Santos, K Scaman, A Virmaux
International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020
Ego-based Entropy Measures for Structural Representations on Graphs
G Dasoulas, G Nikolentzos, K Scaman, A Virmaux, M Vazirgiannis
ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal …, 2021
k-hop graph neural networks
G Nikolentzos, G Dasoulas, M Vazirgiannis
Neural Networks, Volume 130, October 2020, Pages 195-205, 2020
Hcore-Init: Neural Network Initialization based on Graph Degeneracy
S Limnios, G Dasoulas, DM Thilikos, M Vazirgiannis
25th International Conference on Pattern Recognition (ICPR 2020), 2020
Operation Embeddings for Neural Architecture Search
M Chatzianastasis, G Dasoulas, G Siolas, M Vazirgiannis
arXiv preprint arXiv:2105.04885, 2021
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks
G Dasoulas, K Scaman, A Virmaux
International Conference on Machine Learning (ICML 2021), 2021
Learning Parametrised Graph Shift Operators
G Dasoulas, J Lutzeyer, M Vazirgiannis
9th International Conference on Learning Representations (ICLR 2021), 2021
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