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ORCIDKonstantinos Skianis
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2020 – today
- 2024
[i8]Konstantinos Skianis, John Pavlopoulos, A. Seza Dogruöz:
Severity Prediction in Mental Health: LLM-based Creation, Analysis, Evaluation of a Novel Multilingual Dataset. CoRR abs/2409.17397 (2024)- 2023
- [c13]Jhony H. Giraldo
, Konstantinos Skianis, Thierry Bouwmans, Fragkiskos D. Malliaros:
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. CIKM 2023: 566-576 - 2022
- [i7]Konstantinos Katserelis, Konstantinos Skianis:
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers. CoRR abs/2209.12774 (2022) - 2020
- [j1]Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios, Christos Giatsidis, Konstantinos Skianis, Michalis Vazirgiannis:
GraKeL: A Graph Kernel Library in Python. J. Mach. Learn. Res. 21: 54:1-54:5 (2020) - [c12]Konstantinos Skianis, Yann Briand, Florent Desgrippes:
Evaluation of Machine Translation Methods applied to Medical Terminologies. LOUHI@EMNLP 2020: 59-69 - [c11]Konstantinos Skianis, Giannis Nikolentzos, Stratis Limnios, Michalis Vazirgiannis:
Rep the Set: Neural Networks for Learning Set Representations. AISTATS 2020: 1410-1420 - [c10]Konstantinos Skianis, Fragkiskos D. Malliaros, Nikolaos Tziortziotis, Michalis Vazirgiannis:
Boosting Tricks for Word Mover's Distance. ICANN (2) 2020: 761-772 - [c9]Stamatis Outsios, Christos Karatsalos, Konstantinos Skianis, Michalis Vazirgiannis:
Evaluation of Greek Word Embeddings. LREC 2020: 2543-2551
2010 – 2019
- 2019
- [b1]Konstantinos Skianis:
Novel Representations, Regularization and Distances for Text Classification. (Nouvelles Représentations, la Régularisation et les Distances pour la Classification de Texte). University of Paris-Saclay, France, 2019 - [c8]George Panagopoulos, Christos Xypolopoulos, Konstantinos Skianis, Christos Giatsidis, Jie Tang, Michalis Vazirgiannis:
Scientometrics for Success and Influence in the Microsoft Academic Graph. COMPLEX NETWORKS (2) 2019: 1007-1017 - [i6]Konstantinos Skianis, Giannis Nikolentzos, Stratis Limnios, Michalis Vazirgiannis:
Rep the Set: Neural Networks for Learning Set Representations. CoRR abs/1904.01962 (2019) - [i5]Stamatis Outsios, Christos Karatsalos, Konstantinos Skianis, Michalis Vazirgiannis:
Evaluation of Greek Word Embeddings. CoRR abs/1904.04032 (2019) - 2018
- [c7]Konstantinos Skianis, Nikolaos Tziortziotis, Michalis Vazirgiannis:
Orthogonal Matching Pursuit for Text Classification. NUT@EMNLP 2018: 93-103 - [c6]Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
Kernel Graph Convolutional Neural Networks. ICANN (1) 2018: 22-32 - [c5]Konstantinos Skianis, Fragkiskos D. Malliaros, Michalis Vazirgiannis:
Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification. TextGraphs@NAACL-HLT 2018: 49-58 - [i4]Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios, Christos Giatsidis, Konstantinos Skianis, Michalis Vazirgiannis:
GraKeL: A Graph Kernel Library in Python. CoRR abs/1806.02193 (2018) - [i3]Konstantinos Skianis, Nikolaos Tziortziotis, Michalis Vazirgiannis:
Orthogonal Matching Pursuit for Text Classification. CoRR abs/1807.04715 (2018) - [i2]Stamatis Outsios, Konstantinos Skianis, Polykarpos Meladianos, Christos Xypolopoulos, Michalis Vazirgiannis:
Word Embeddings from Large-Scale Greek Web Content. CoRR abs/1810.06694 (2018) - 2017
- [i1]Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
Kernel Graph Convolutional Neural Networks. CoRR abs/1710.10689 (2017) - 2016
- [c4]Antoine J.-P. Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization. ACL (System Demonstrations) 2016: 151-156 - [c3]Konstantinos Skianis, François Rousseau, Michalis Vazirgiannis:
Regularizing Text Categorization with Clusters of Words. EMNLP 2016: 1827-1837 - [c2]Konstantinos Skianis, Maria-Evgenia G. Rossi, Fragkiskos D. Malliaros, Michalis Vazirgiannis:
SpreadViz: Analytics and Visualization of Spreading Processes in Social Networks. ICDM Workshops 2016: 1324-1327 - 2015
- [c1]Fragkiskos D. Malliaros, Konstantinos Skianis:
Graph-Based Term Weighting for Text Categorization. ASONAM 2015: 1473-1479
Coauthor Index
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