Publications
- Christos Gkartzios, Evaggelia Pitoura, Panayiotis Tsaparas. Modularity-Fair Deep Community Detection. IEEE International Conference on Data Mining, 2025 (ICDM 2025). (pdf)
- Christos Gkartzios, Evaggelia Pitoura, Panayiotis Tsaparas. Modeling Network Formation with LLM Agents: The Role of Demographics and Personality. Workshop on AI for Computational Social Science (AI4CSS), IEEE International Conference on Data Mining, 2025 (ICDM 2025). (pdf)
- Christos Karanikolopoulos, Panagiotis Papadakos, Panayiotis Tsaparas. PULSE – Polling Using LLM-based Sentiment Extraction. IEEE International Conference on Data Mining, 2025 – Demo (ICDM 2025) (pdf)
- Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Evaggelia Pitoura, Tony Lindgren, Guilherme Dinis Junior, Panagiotis Papapetrou. Subgroup fairness based on shared counterfactuals. Knowledge and Information Systems (KAIS) 67, 10863–10901, 2025. (pdf)
- Glykeria Toulina, Panayiotis Tsaparas. A Fair Label Propagation Community Detection Algorithm. International Conference on Advances in Social Networks Analysis and Mining, 2025 (ASONAM 2025). (pdf)
- Glykeria Toulina, Panayiotis Tsaparas. A Fair Label Propagation Community Detection Algorithm. NetSci Satellite Workshop: Algorithmic Fairness in Network Science, 2025. Accepted for Oral Presentation. (pdf)
- Christos Gkartzios, Evaggelia Pitoura, Panayiotis Tsaparas. Fair Network Communities through Group Modularity. In Proceedings of the ACM Web Conference 2025 (WWW ’25). Accepted for publication. (pdf)
- Panagiotis Papadakos. Gender Bias in AI*. Gender Issues in Computer Science Workshop, FORTH, Greece, February 2025. Accepted for Oral Presentation. (recording) (pdf)
- Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Guilherme Dinis Junior, Evaggelia Pitoura, Tony Lindgren, and Panagiotis Papapetrou. CounterFair: Group Counterfactuals for Bias Detection, Mitigation and Subgroup Identification. International Conference on Data Mining (ICDM), 2024. (pdf)