Giannis Nikolentzos
Giannis Nikolentzos
Postdoctoral researcher
在 polytechnique.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Matching node embeddings for graph similarity
G Nikolentzos, P Meladianos, M Vazirgiannis
Proceedings of the 31st AAAI Conference on Artificial Intelligence, 2429-2435, 2017
962017
Degeneracy-based real-time sub-event detection in twitter stream.
P Meladianos, G Nikolentzos, F Rousseau, Y Stavrakas, M Vazirgiannis
ICWSM 15, 248-257, 2015
792015
Graph classification with 2d convolutional neural networks
AJP Tixier, G Nikolentzos, P Meladianos, M Vazirgiannis
International Conference on Artificial Neural Networks, 578-593, 2019
34*2019
A Degeneracy Framework for Graph Similarity.
G Nikolentzos, P Meladianos, S Limnios, M Vazirgiannis
Proceedings of the 27th International Joint Conference on Artificial …, 2018
312018
Kernel graph convolutional neural networks
G Nikolentzos, P Meladianos, AJP Tixier, K Skianis, M Vazirgiannis
International Conference on Artificial Neural Networks, 22-32, 2018
302018
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
292020
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
282017
Graph kernels: A survey
G Nikolentzos, G Siglidis, M Vazirgiannis
arXiv preprint arXiv:1904.12218, 2019
242019
An optimization approach for sub-event detection and summarization in twitter
P Meladianos, C Xypolopoulos, G Nikolentzos, M Vazirgiannis
European Conference on Information Retrieval, 481-493, 2018
142018
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
132017
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
92017
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
72020
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
52018
Message passing graph kernels
G Nikolentzos, M Vazirgiannis
arXiv preprint arXiv:1808.02510, 2018
52018
Learning Structural Node Representations using Graph Kernels
G Nikolentzos, M Vazirgiannis
IEEE Transactions on Knowledge and Data Engineering, 2019
42019
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
32020
Enhancing graph kernels via successive embeddings
G Nikolentzos, M Vazirgiannis
Proceedings of the 27th ACM International Conference on Information and …, 2018
32018
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
22019
Learning Structural Node Representations on Directed Graphs
N Steenfatt, G Nikolentzos, M Vazirgiannis, Q Zhao
International Conference on Complex Networks and their Applications, 132-144, 2018
22018
EMSE at TREC 2015 Clinical Decision Support Track
B Audeh, M Beigbeder
Mines Saint-Etienne Saint-Etienne Cedex France, 2015
22015
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