متابعة
Giannis Nikolentzos
Giannis Nikolentzos
Assistant Professor, University of Peloponnese
بريد إلكتروني تم التحقق منه على uop.gr - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Matching node embeddings for graph similarity‏
G Nikolentzos, P Meladianos, M Vazirgiannis‏
Proceedings of the 31st AAAI Conference on Artificial Intelligence, 2429-2435, 2017‏
2932017
Grakel: A graph kernel library in python‏
G Siglidis, G Nikolentzos, S Limnios, C Giatsidis, K Skianis, ...‏
Journal of Machine Learning Research 21 (54), 1-5, 2020‏
2262020
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
2062021
Graph kernels: A survey‏
G Nikolentzos, G Siglidis, M Vazirgiannis‏
Journal of Artificial Intelligence Research 72, 943-1027, 2021‏
1742021
Random walk graph neural networks‏
G Nikolentzos, M Vazirgiannis‏
Advances in Neural Information Processing Systems 33, 16211-16222, 2020‏
1422020
Degeneracy-based real-time sub-event detection in twitter stream‏
P Meladianos, G Nikolentzos, F Rousseau, Y Stavrakas, M Vazirgiannis‏
Proceedings of the international AAAI conference on web and social media 9 …, 2015‏
1162015
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
882020
A Degeneracy Framework for Graph Similarity.‏
G Nikolentzos, P Meladianos, S Limnios, M Vazirgiannis‏
Proceedings of the 27th International Joint Conference on Artificial …, 2018‏
872018
Kernel graph convolutional neural networks‏
G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis‏
Artificial Neural Networks and Machine Learning–ICANN 2018: 27th …, 2018‏
732018
Graph classification with 2d convolutional neural networks‏
AJP Tixier, G Nikolentzos, P Meladianos, M Vazirgiannis‏
Artificial Neural Networks and Machine Learning–ICANN 2019: Workshop and …, 2019‏
70*2019
Shortest-path graph kernels for document similarity‏
G Nikolentzos, P Meladianos, F Rousseau, Y Stavrakas, M Vazirgiannis‏
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017‏
702017
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
542020
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
492023
Kagnns: Kolmogorov-arnold networks meet graph learning‏
R Bresson, G Nikolentzos, G Panagopoulos, M Chatzianastasis, J Pang, ...‏
arXiv preprint arXiv:2406.18380, 2024‏
462024
K-hop graph neural networks‏
G Nikolentzos, G Dasoulas, M Vazirgiannis‏
Neural Networks 130, 195-205, 2020‏
462020
An optimization approach for sub-event detection and summarization in twitter‏
P Meladianos, C Xypolopoulos, G Nikolentzos, M Vazirgiannis‏
Advances in Information Retrieval: 40th European Conference on IR Research …, 2018‏
412018
Learning structural node representations using graph kernels‏
G Nikolentzos, M Vazirgiannis‏
IEEE transactions on knowledge and data engineering 33 (5), 2045-2056, 2019‏
352019
Multivariate gaussian document representation from word embeddings for text categorization‏
G Nikolentzos, P Meladianos, F Rousseau, Y Stavrakas, M Vazirgiannis‏
Proceedings of the 15th Conference of the European Chapter of the …, 2017‏
272017
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
252023
Real-time keyword extraction from conversations‏
P Meladianos, A Tixier, I Nikolentzos, M Vazirgiannis‏
Proceedings of the 15th Conference of the European Chapter of the …, 2017‏
212017
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مقالات 1–20