Stratis Limnios

According to our database, Stratis Limnios authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph Generation.

Stratis Limnios, Praveen Selvaraj, Mihai Cucuringu, Carsten Maple, Gesine Reinert, Andrew Elliott

CoRR, 2023

L2G2G: A Scalable Local-to-Global Network Embedding with Graph Autoencoders.

Ruikang Ouyang, Andrew Elliott, Stratis Limnios, Mihai Cucuringu, Gesine Reinert

Proceedings of the Complex Networks & Their Applications XII, 2023

2020

Etude de Dégénérescence de Graph appliqué à l'Apprentissage Automatique Avancé et Résultats Théoriques relatifs. (Graph Degeneracy Studies for Advanced Learning Methods on Graphs and Theoretical Results).

Stratis Limnios

PhD thesis, 2020

Edge degeneracy: Algorithmic and structural results.

Stratis Limnios, Christophe Paul, Joanny Perret, Dimitrios M. Thilikos

Theor. Comput. Sci., 2020

GraKeL: A Graph Kernel Library in Python.

Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios, Christos Giatsidis, Konstantinos Skianis, Michalis Vazirgiannis

J. Mach. Learn. Res., 2020

Hcore-Init: Neural Network Initialization based on Graph Degeneracy.

Stratis Limnios, George Dasoulas, Dimitrios M. Thilikos, Michalis Vazirgiannis

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Rep the Set: Neural Networks for Learning Set Representations.

Konstantinos Skianis, Giannis Nikolentzos, Stratis Limnios, Michalis Vazirgiannis

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Gravity-Inspired Graph Autoencoders for Directed Link Prediction.

Guillaume Salha, Stratis Limnios, Romain Hennequin, Viet-Anh Tran, Michalis Vazirgiannis

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

A Degeneracy Framework for Graph Similarity.

Giannis Nikolentzos, Polykarpos Meladianos, Stratis Limnios, Michalis Vazirgiannis

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018