Stratis Limnios
Stratis Limnios
Research Fellow, Alan Turing Institute, London
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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
Gravity-inspired graph autoencoders for directed link prediction
G Salha, S Limnios, R Hennequin, VA Tran, M Vazirgiannis
Proceedings of the 28th ACM international conference on information and …, 2019
A Degeneracy Framework for Graph Similarity.
G Nikolentzos, P Meladianos, S Limnios, M Vazirgiannis
IJCAI, 2595-2601, 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
Hcore-init: Neural network initialization based on graph degeneracy
S Limnios, G Dasoulas, DM Thilikos, M Vazirgiannis
2020 25th International Conference on Pattern Recognition (ICPR), 5852-5858, 2021
Sagess: Sampling graph denoising diffusion model for scalable graph generation
S Limnios, P Selvaraj, M Cucuringu, C Maple, G Reinert, A Elliott
arXiv preprint arXiv:2306.16827, 2023
Edge degeneracy: Algorithmic and structural results
S Limnios, C Paul, J Perret, DM Thilikos
Theoretical Computer Science 839, 164-175, 2020
Random Walk based Conditional Generative Model for Temporal Networks with Attributes
S Limnios, A Elliott, M Cucuringu, G Reinert
NeurIPS 2022 Workshop on Synthetic Data for Empowering ML Research, 2022
L2G2G: A Scalable Local-to-Global Network Embedding with Graph Autoencoders
R Ouyang, A Elliott, S Limnios, M Cucuringu, G Reinert
International Conference on Complex Networks and Their Applications, 400-412, 2023
Graph Degeneracy Studies for Advanced Learning Methods on Graphs and Theoretical Results| Theses. fr
S Limnios
Institut polytechnique de Paris, 2020
Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifs
S Limnios
Institut Polytechnique de Paris, 2020
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