Graph-Based Term Weighting for Text Categorization. - Fragkiskos D. Malliaros; Konstantinos Skianis (ASONAM, 2015)

GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization. - Antoine J.-P. Tixier; Konstantinos Skianis; Michalis Vazirgiannis (ACL (System Demonstrations), 2016)

Regularizing Text Categorization with Clusters of Words. - Konstantinos Skianis; François Rousseau 001; Michalis Vazirgiannis (EMNLP, 2016)

SpreadViz: Analytics and Visualization of Spreading Processes in Social Networks. - Konstantinos Skianis; Maria-Evgenia G. Rossi; Fragkiskos D. Malliaros; Michalis Vazirgiannis (ICDM Workshops, 2016)

Orthogonal Matching Pursuit for Text Classification. - Konstantinos Skianis; Nikolaos Tziortziotis; Michalis Vazirgiannis (NUT@EMNLP, 2018)

Kernel Graph Convolutional Neural Networks. - Giannis Nikolentzos; Polykarpos Meladianos; Antoine Jean-Pierre Tixier; Konstantinos Skianis; Michalis Vazirgiannis (ICANN (1), 2018)

Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification. - Konstantinos Skianis; Fragkiskos D. Malliaros; Michalis Vazirgiannis (TextGraphs@NAACL-HLT, 2018)

Word Embeddings from Large-Scale Greek Web Content. - Stamatis Outsios; Konstantinos Skianis; Polykarpos Meladianos; Christos Xypolopoulos; Michalis Vazirgiannis (CoRR, 2018)

Scientometrics for Success and Influence in the Microsoft Academic Graph. - George Panagopoulos; Christos Xypolopoulos; Konstantinos Skianis; Christos Giatsidis; Jie Tang 001; Michalis Vazirgiannis (COMPLEX NETWORKS (2), 2019)

Novel Representations, Regularization and Distances for Text Classification. (Nouvelles Représentations, la Régularisation et les Distances pour la Classification de Texte). - Konstantinos Skianis (2019)

Evaluation of Machine Translation Methods applied to Medical Terminologies. - Konstantinos Skianis; Yann Briand; Florent Desgrippes (LOUHI@EMNLP, 2020)

Rep the Set: Neural Networks for Learning Set Representations. - Konstantinos Skianis; Giannis Nikolentzos; Stratis Limnios; Michalis Vazirgiannis (AISTATS, 2020)

Boosting Tricks for Word Mover's Distance. - Konstantinos Skianis; Fragkiskos D. Malliaros; Nikolaos Tziortziotis; Michalis Vazirgiannis (ICANN (2), 2020)

Evaluation of Greek Word Embeddings. - Stamatis Outsios; Christos Karatsalos; Konstantinos Skianis; Michalis Vazirgiannis (LREC, 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)

Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers. - Konstantinos Katserelis; Konstantinos Skianis (CoRR, 2022)

On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. - Jhony H. Giraldo; Konstantinos Skianis; Thierry Bouwmans; Fragkiskos D. Malliaros (CIKM, 2023)

Severity Prediction in Mental Health: LLM-based Creation, Analysis, Evaluation of a Novel Multilingual Dataset. - Konstantinos Skianis; John Pavlopoulos; A. Seza Dogruöz (CoRR, 2024)

Graph Reasoning with Large Language Models via Pseudo-code Prompting. - Konstantinos Skianis; Giannis Nikolentzos; Michalis Vazirgiannis (CoRR, 2024)

Leveraging LLMs for Translating and Classifying Mental Health Data. - Konstantinos Skianis; A. Seza Dogruöz; John Pavlopoulos (CoRR, 2024)

On the Lipschitz Continuity of Set Aggregation Functions and Neural Networks for Sets. - Giannis Nikolentzos; Konstantinos Skianis (CoRR, 2025)

KGRAG-Ex: Explainable Retrieval-Augmented Generation with Knowledge Graph-based Perturbations. - Georgios Balanos; Evangelos Chasanis; Konstantinos Skianis; Evaggelia Pitoura (CoRR, 2025)