Georgios Paliouras

Researcher, NCSR “Demokritos”

Joined

July 2019

Names

Georgios Paliouras (Preferred)

Emails

****@iit.demokritos (Confirmed)

****@iit.demokritos.gr (Confirmed)

Personal Links

Career & Education History

Researcher

NCSR “Demokritos” (demokritos.gr)

1998 – Present

PhD student

University of Manchester (manchester.ac.uk)

1993 – 1997

MS student

University of Manchester (manchester.ac.uk)

1992 – 1993

Undergrad student

University of Central Lancashire (uclan.ac.uk)

1988 – 1992

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

FastRank: Fast Tensor Rank Approximation based on Spectral Energy
Konstantinos Bougiatiotis, Georgios Paliouras
- AISTATS 2026 Poster
- Readers: Everyone
A Scalable Approach to Probabilistic Neuro-Symbolic Robustness Verification
Vasileios Manginas, Nikolaos Manginas, Edward Stevinson, Sherwin Varghese, Nikos Katzouris, Georgios Paliouras, Alessio Lomuscio
- NeSy 2025 - Phase 2 Oral
- Readers: Everyone
Informed weight initialization of Graph Neural Networks and its effect on Oversmoothing
Dimitrios Kelesis, Dimitris Fotakis, Georgios Paliouras
- Submitted to ICLR 2024
- Readers: Everyone
REDUCING OVERSMOOTHING IN GRAPH NEURAL NETWORKS BY CHANGING THE ACTIVATION FUNCTION
Dimitrios Kelesis, Dimitrios Vogiatzis, Georgios Katsimpras, Dimitris Fotakis, Georgios Paliouras
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
MAGNEx: A Model Agnostic Global Neural Explainer
Nikolaos Manginas, Prodromos Malakasiotis, Eirini Spyropoulou, Ion Androutsopoulos, Georgios Paliouras
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Medical Information Search Workshop (MEDIR)
Steven Bedrick, Lorraine Goeuriot, Gareth J. F. Jones, Anastasia Krithara, Henning Müller, George Paliouras
- 2016 (modified: 18 Jan 2021)
- SIGIR 2016
- Readers: Everyone
Determining Influential Users with Supervised Random Walks
Georgios Katsimpras, Dimitrios Vogiatzis, Georgios Paliouras
- 2015 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2015
- Readers: Everyone
Annotating Web pages for the needs of Web Information Extraction Applications
Georgios Sigletos, Dimitra Farmakiotou, Konstantinos Stamatakis, Georgios Paliouras, Vangelis Karkaletsis
- 2003 (modified: 02 Mar 2020)
- WWW (Posters) 2003
- Readers: Everyone
Using Machine Learning to Maintain Rule-based Named-Entity Recognition and Classification Systems
Georgios Petasis, Frantz Vichot, Francis Wolinski, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos
- 2001 (modified: 13 Nov 2022)
- ACL 2001
- Readers: Everyone
Stacking Classifiers for Anti-Spam Filtering of E-Mail
Georgios Sakkis, Ion Androutsopoulos, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos, Panagiotis Stamatopoulos
- 2001 (modified: 16 Jul 2019)
- EMNLP 2001
- Readers: Everyone

View all 13 publications

Co-Authors

View all 32 co-authors