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Loukas Ilias

18 papers hereh-index 14696 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author13
  • middle author5

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CL9
  • cs.LG7
  • cs.SD2

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedCalibration of Transformer-based Models for Identifying Stress and Depression in Social Media

97 citations · 373 across the 17 of their papers we have counts for

collaborators
Showing 2024Show all

3 papers · 1 filter

cs.LG2024

Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond

Loukas Ilias, George Doukas, Vangelis Lamprou +2

The advent of 6G/NextG networks comes along with a series of benefits, including extreme capacity, reliability, and efficiency. However, these networks may become vulnerable to new…

cs.LG2024★ 10 cited

A Graph Neural Architecture Search Approach for Identifying Bots in Social Media

Georgios Tzoumanekas, Michail Chatzianastasis, Loukas Ilias +3

Social media platforms, including X, Facebook, and Instagram, host millions of daily users, giving rise to bots-automated programs disseminating misinformation and ideologies with…

cs.CL2024★ 63 cited

Depression detection in social media posts using transformer-based models and auxiliary features

Marios Kerasiotis, Loukas Ilias, Dimitris Askounis

The detection of depression in social media posts is crucial due to the increasing prevalence of mental health issues. Traditional machine learning algorithms often fail to capture…

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