Konstantinos Skianis

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Michalis VazirgiannisDistinguished Professor, Ecole Polytechnique, Institute Polytechnique de ParisVerified email at lix.polytechnique.fr
Giannis NikolentzosAssistant Professor, University of PeloponneseVerified email at uop.gr
Fragkiskos D. MalliarosAssociate Professor, CentraleSupélec, Université Paris-SaclayVerified email at centralesupelec.fr
Stratis LimniosResearch Fellow, Alan Turing Institute, LondonVerified email at polytechnique.edu
Christos giatsidisEcole PolytechniqueVerified email at lix.polytechnique.fr
Antoine Jean-Pierre TixierResearch Scientist & Co-Founder @ SafetyAIVerified email at colorado.edu
Polykarpos MeladianosPrincipal NLP Engineer@aiseraVerified email at aueb.gr
Ioannis SiglidisÉcole des Ponts Paris-Tech (Imagine)Verified email at enpc.fr
Stamatis OutsiosAthens University of Economics and BusinessVerified email at aueb.gr
Christos XypolopoulosNational Technical University of Athens, Ecole PolytechniqueVerified email at polytechnique.edu
Panagiotis TrakadasAsc.Prof., Department of Port Management & Shipping, National & Kapodistrian University of AthensVerified email at uoa.gr
Anastasios E. GiannopoulosNational Technical University of Athens, School of Electrical and Computer EngineeringVerified email at mail.ntua.gr
Jhony H. GiraldoAssistant Professor, Télécom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
Thierry BOUWMANSLaboratoire MIA, La Rochelle UniversitéVerified email at univ-lr.fr
Nikolaos TziortziotisJellyfish ResearchVerified email at jellyfish.com
François RousseauGoogleVerified email at google.com
Christos KaratsalosNational Technical University of AthensVerified email at mail.ntua.gr
Panagiotis GkonisNational and Kapodistrian University of Athens, Department of Digital Industry TechnologiesVerified email at uoa.gr
Georgios ExarchakisUniversity of BathVerified email at bath.ac.uk
Rodolphe ThiébautUniversité de bordeauxVerified email at u-bordeaux.fr

Konstantinos Skianis

Assistant Professor, University of Ioannina

Verified email at cse.uoi.gr - Homepage

Natural Language Processing Deep Learning Machine Learning Data Science


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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	211	2020
Graph-based term weighting for text categorization FD Malliaros, K Skianis Proceedings of the 2015 IEEE/ACM international conference on advances in …, 2015	87	2015
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	67	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	50	2020
On the trade-off between over-smoothing and over-squashing in deep graph neural networks JH Giraldo, K Skianis, T Bouwmans, FD Malliaros Proceedings of the 32nd ACM international conference on information and …, 2023	37	2023
Fusing document, collection and label graph-based representations with word embeddings for text classification K Skianis, F Malliaros, M Vazirgiannis NAACL-HLT Workshop on Graph-Based Natural Language Processing (TextGraphs), 2018	30	2018
Gowvis: a web application for graph-of-words-based text visualization and summarization A Tixier, K Skianis, M Vazirgiannis Proceedings of ACL-2016 System Demonstrations, 151-156, 2016	28	2016
Regularizing Text Categorization with Clusters of Words K Skianis, F Rousseau, M Vazirgiannis EMNLP 2016, 1827-1837, 2016	24	2016
Evaluation of greek word embeddings S Outsios, C Karatsalos, K Skianis, M Vazirgiannis Proceedings of the Twelfth Language Resources and Evaluation Conference, 2020	23	2020
Word embeddings from large-scale greek web content S Outsios, K Skianis, P Meladianos, C Xypolopoulos, M Vazirgiannis arXiv preprint arXiv:1810.06694, 2018	21	2018
Evaluation of machine translation methods applied to medical terminologies K Skianis, Y Briand, F Desgrippes Proceedings of the 11th International Workshop on Health Text Mining and …, 2020	16	2020
Data aging matters: Federated learning-based consumption prediction in smart homes via age-based model weighting K Skianis, A Giannopoulos, P Gkonis, P Trakadas Electronics 12 (14), 3054, 2023	14	2023
Orthogonal matching pursuit for text classification K Skianis, N Tziortziotis, M Vazirgiannis Proceedings of the 2018 EMNLP Workshop W-NUT: The 4th Workshop on Noisy User …, 2018	10	2018
Predicting COVID-19 positivity and hospitalization with multi-scale graph neural networks K Skianis, G Nikolentzos, B Gallix, R Thiebaut, G Exarchakis Scientific Reports 13 (1), 5235, 2023	7	2023
Scientometrics for success and influence in the microsoft academic graph G Panagopoulos, C Xypolopoulos, K Skianis, C Giatsidis, J Tang, ... Complex Networks and Their Applications VIII: Volume 2 Proceedings of the …, 2020	6	2020
Boosting tricks for word mover’s distance K Skianis, FD Malliaros, N Tziortziotis, M Vazirgiannis Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020	5	2020
Moderate COVID-19: Clinical Trajectories and Predictors of Progression and Outcomes AG Pappas, A Panagopoulos, A Rodopoulou, M Alexandrou, ... Journal of Personalized Medicine 12 (9), 1472, 2022	4	2022
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers K Katserelis, K Skianis arXiv preprint arXiv:2209.12774, 2022	3	2022
SPREADVIZ: Analytics and Visualization of Spreading Processes in Social Networks K Skianis, MEG Rossi, FD Malliaros, M Vazirgiannis ICDM 2016, 2016	3	2016
Graph reasoning with large language models via pseudo-code prompting K Skianis, G Nikolentzos, M Vazirgiannis arXiv preprint arXiv:2409.17906, 2024	1	2024

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