Konstantinos Skianis

Graph-Based Term Weighting for Text Categorization

Fragkiskos D. Malliaros, Konstantinos Skianis · 2015 · 54 citations

Engineering, Graph-based Term Weighting, Corpus Linguistics +17

On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks

Jhony H. Giraldo, Konstantinos Skianis, Thierry Bouwmans et al. · 2023 · 43 citations · Full text

Geometric Learning, Graph Sparsity, Graph Neural Networks +15

GraKeL: A Graph Kernel Library in Python

Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios et al. · arXiv (Cornell University) · 2018 · 29 citations · Full text

Engineering, Machine Learning, Structural Pattern Recognition +17

GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization

Antoine J.‐P. Tixier, Konstantinos Skianis, Michalis Vazirgiannis · 2016 · 27 citations · Full text

Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification

Konstantinos Skianis, Fragkiskos D. Malliaros, Michalis Vazirgiannis · 2018 · 27 citations · Full text