| Matching node embeddings for graph similarity G Nikolentzos, P Meladianos, M Vazirgiannis Proceedings of the 31st AAAI Conference on Artificial Intelligence, 2429-2435, 2017 | 209 | 2017 |
| Grakel: A graph kernel library in python G Siglidis, G Nikolentzos, S Limnios, C Giatsidis, K Skianis, ... The Journal of Machine Learning Research 21 (1), 1993-1997, 2020 | 131 | 2020 |
| 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 | 103 | 2015 |
| Graph kernels: A survey G Nikolentzos, G Siglidis, M Vazirgiannis Journal of Artificial Intelligence Research 72, 943-1027, 2021 | 75 | 2021 |
| A Degeneracy Framework for Graph Similarity. G Nikolentzos, P Meladianos, S Limnios, M Vazirgiannis Proceedings of the 27th International Joint Conference on Artificial …, 2018 | 64 | 2018 |
| 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 | 60* | 2021 |
| 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 | 60 | 2017 |
| 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 | 56* | 2019 |
| 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 | 55 | 2018 |
| 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 | 46 | 2020 |
| Random walk graph neural networks G Nikolentzos, M Vazirgiannis Advances in Neural Information Processing Systems 33, 16211-16222, 2020 | 40 | 2020 |
| 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 | 36 | 2018 |
| 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 | 34 | 2020 |
| 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 | 28 | 2017 |
| Learning structural node representations using graph kernels G Nikolentzos, M Vazirgiannis IEEE transactions on knowledge and data engineering 33 (5), 2045-2056, 2019 | 22 | 2019 |
| 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 | 17 | 2017 |
| EvoNet: A neural network for predicting the evolution of dynamic graphs C Wu, G Nikolentzos, M Vazirgiannis Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020 | 11 | 2020 |
| k-hop graph neural networks G Nikolentzos, G Dasoulas, M Vazirgiannis Neural Networks 130, 195-205, 2020 | 10 | 2020 |
| Rooted citation graphs density metrics for research papers influence evaluation C Giatsidis, G Nikolentzos, C Zhang, J Tang, M Vazirgiannis Journal of Informetrics 13 (2), 757-768, 2019 | 9 | 2019 |
| GraphRep: boosting text mining, NLP and information retrieval with graphs M Vazirgiannis, FD Malliaros, G Nikolentzos Proceedings of the 27th ACM International Conference on Information and …, 2018 | 9 | 2018 |
Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr
