Artikel dengan mandat akses publik - Giannis NikolentzosPelajari lebih lanjut
Tidak tersedia di mana pun: 4
Learning structural node representations using graph kernels
G Nikolentzos, M Vazirgiannis
IEEE transactions on knowledge and data engineering 33 (5), 2045-2056, 2019
Mandat: Agence Nationale de la Recherche
Learning structural node representations on directed graphs
N Steenfatt, G Nikolentzos, M Vazirgiannis, Q Zhao
Complex Networks and Their Applications VII: Volume 2 Proceedings The 7th …, 2019
Mandat: Agence Nationale de la Recherche
Matching Node Embeddings Using Valid Assignment Kernels
C Wu, G Nikolentzos, M Vazirgiannis
Complex Networks and Their Applications VIII: Volume 1 Proceedings of the …, 2020
Mandat: Agence Nationale de la Recherche
Machine Learning on Graphs with Kernels
M Vazirgiannis, G Nikolentzos, G Siglidis
Proceedings of the 28th ACM International Conference on Information and …, 2019
Mandat: Agence Nationale de la Recherche
Tersedia di suatu tempat: 16
Transfer graph neural networks for pandemic forecasting
G Panagopoulos, G Nikolentzos, M Vazirgiannis
Proceedings of the 35th AAAI Conference on Artificial Intelligence, 4838-4845, 2021
Mandat: Agence Nationale de la Recherche
Message Passing Attention Networks for Document Understanding
G Nikolentzos, AJP Tixier, M Vazirgiannis
Proceedings of the 34th AAAI Conference on Artificial Intelligence, 8544-8551, 2020
Mandat: Agence Nationale de la Recherche
Rep the set: Neural networks for learning set representations
K Skianis, G Nikolentzos, S Limnios, M Vazirgiannis
International conference on artificial intelligence and statistics, 1410-1420, 2020
Mandat: Agence Nationale de la Recherche
Path neural networks: Expressive and accurate graph neural networks
G Michel, G Nikolentzos, JF Lutzeyer, M Vazirgiannis
International Conference on Machine Learning, 24737-24755, 2023
Mandat: Agence Nationale de la Recherche
K-hop graph neural networks
G Nikolentzos, G Dasoulas, M Vazirgiannis
Neural Networks 130, 195-205, 2020
Mandat: Agence Nationale de la Recherche
Synthetic electronic health records generated with variational graph autoencoders
G Nikolentzos, M Vazirgiannis, C Xypolopoulos, M Lingman, EG Brandt
NPJ Digital Medicine 6 (1), 83, 2023
Mandat: Knut and Alice Wallenberg Foundation, Swedish Research Council, Agence …
Permute me softly: learning soft permutations for graph representations
G Nikolentzos, G Dasoulas, M Vazirgiannis
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 5087-5098, 2022
Mandat: Agence Nationale de la Recherche
Weisfeiler and Leman go hyperbolic: Learning distance preserving node representations
G Nikolentzos, M Chatzianastasis, M Vazirgiannis
International Conference on Artificial Intelligence and Statistics, 1037-1054, 2023
Mandat: Agence Nationale de la Recherche
Predicting COVID-19 positivity and hospitalization with multi-scale graph neural networks
K Skianis, G Nikolentzos, B Gallix, R Thiebaut, G Exarchakis
Scientific Reports 13 (1), 5235, 2023
Mandat: Agence Nationale de la Recherche
Geometric random walk graph neural networks via implicit layers
G Nikolentzos, M Vazirgiannis
International Conference on Artificial Intelligence and Statistics, 2035-2053, 2023
Mandat: Agence Nationale de la Recherche
Neural ordinary differential equations for modeling epidemic spreading
C Kosma, G Nikolentzos, G Panagopoulos, JM Steyaert, M Vazirgiannis
Transactions on Machine Learning Research, 2023
Mandat: Agence Nationale de la Recherche
Graph alignment kernels using weisfeiler and leman hierarchies
G Nikolentzos, M Vazirgiannis
International Conference on Artificial Intelligence and Statistics, 2019-2034, 2023
Mandat: Agence Nationale de la Recherche
Advancing Antibiotic Resistance Classification with Deep Learning Using Protein Sequence and Structure
A Qabel, S Ennadir, G Nikolentzos, JF Lutzeyer, M Chatzianastasis, ...
bioRxiv, 2022.10. 06.511103, 2022
Mandat: Knut and Alice Wallenberg Foundation, Agence Nationale de la Recherche
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks
S Ennadir, A Alkhatib, G Nikolentzos, M Vazirgiannis, H Boström
International Conference on Complex Networks and Their Applications, 100-111, 2023
Mandat: Knut and Alice Wallenberg Foundation
Generating graph perturbations to enhance the generalization of GNNs
S Ennadir, G Nikolentzos, M Vazirgiannis, H Boström
AI Open 5, 216-223, 2024
Mandat: Knut and Alice Wallenberg Foundation
Supervised Attention Using Homophily in Graph Neural Networks
M Chatzianastasis, G Nikolentzos, M Vazirgiannis
International Conference on Artificial Neural Networks, 576-586, 2023
Mandat: Agence Nationale de la Recherche
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