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Department of Artificial Intelligence
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Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 787

  1. Advances in Dependable Systems and Networks : Proceedings of the Twentieth International Conference on Dependability of Computer Systems DepCoS-RELCOMEX, June 30 – July 3, 2025, Brunów, Poland

    Wojciech Zamojski, Jacek Mazurkiewicz, Jarosław Sugier, Tomasz Walkowiak, Janusz Kacprzyk

    Lecture Notes in Networks and Systems · 2025

  2. Precise language deception: XAI driven targeted adversarial examples with restricted knowledge

    Mateusz Gniewkowski, Paweł T Walkowiak, Marek Klonowski, Tomasz Walkowiak

    ICCS 2025 · 2025

  3. Energy efficiency in large language models: an empirical study

    Tomasz Walkowiak

    Advances in Dependable Systems and Networks · 2025

  4. Artificial intelligence in e-commerce – overview of applications, benefits and challenges

    Grzegorz Chodak, Darius Zumstein

    Digital Management and Artificial Intelligence · 2025

  5. PoliChat: retrieval augmented generation on university documents and regulations

    Konrad D. Wojtasik, Adrian Berdowski, Inez Okulska, Maciej Piasecki

    ICCS 2025 · 2025

  6. Resilience of Named Entity Recognition models against adversarial attacks

    Paweł T. Walkowiak

    International Journal of Electronics and Telecommunications · 2025

  7. Fortifying NLP models against poisoning attacks: The power of personalized prediction architectures

    Teddy Ferdinan, Jan Kocoń

    Information Fusion · 2025

  8. Architectural concepts for integrating fundamental drives and emotions into artificial intelligence

    Teddy Ferdinan, Wiktoria M Mieleszczenko-Kowszewicz, Jan Kocoń, Przemysław Kazienko

    IEEE Intelligent Systems · 2025

  9. Divide, cache, conquer: dichotomic prompting for efficient multi-label LLM-based classification

    Mikołaj Langner, Jan K Eliasz, Ewa K Rudnicka, Jan Kocoń

    25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, 12-15 November 2025, Washington, DC, USA · 2025

  10. Large Language Models for analyzing e-commerce Web server logs

    Grzegorz Chodak, Grażyna Suchacka, Stefano Rovetta

    ECMS 2025 · 2025

  11. Enhancing AI face realism: cost-efficient quality improvement in distilled diffusion models with a fully synthetic dataset

    Jakub Wąsala, Bartłomiej Wrzalski, Kornelia Noculak, Yuliia Tarasenko, Oliwer Krupa, Jan Kocoń, Grzegorz Chodak

    ICCS 2025 · 2025

  12. Language, culture, and ideology: personalizing offensiveness detection in political tweets with reasoning LLMs

    Dzmitry Pihulski, Jan Kocoń

    25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, 12-15 November 2025, Washington, DC, USA · 2025

  13. Cyfrowy Marketing

    Grzegorz Chodak, Adam Dzidowski, Karolina Małagocka

    Polskie Wydawnictwo Ekonomiczne · 2025

  14. Decoding emotions from fNIRS: A survey on tensor-based approaches in affective computing and medical applications

    Aleksandra D. Kawala-Sterniuk, Maciej Piasecki, Ewa K Rudnicka, Mariusz Pelc, Michał Podpora, Dariusz Mikołajewski, Adrian Luckiewicz, Adam Sudoł

    Applied Sciences · 2025

  15. Leveraging positional bias of LLM in-context learning with Class-few-shot and Maj-Min alternating ordering

    Aleksander P. Szczęsny, Maciej M Markiewicz, Łukasz Radliński, Przemysław Kazienko

    ICCS 2025 · 2025

  16. PLLuM-Align: Polish Preference Dataset for Large Language Model Alignment

    Julia A Moska, Dawid Motyka, Paweł T Walkowiak, Arkadiusz Janz, Karolina Seweryn, Anna Kołos, Agnieszka Karlińska, Katarzyna Lorenc, Katarzyna Dziewulska, Maciej Chrabąszcz, Aleksandra Krasnodębska, Paula Betscher, Zofia Cieślińska, Katarzyna Kowol, Bartosz Żuk

    The 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, November 4-9 · 2025

  17. SupResDiffGAN a new approach for the super-resolution task

    Dawid A. Kopeć, Wojciech M Kozłowski, Maciej Wizerkaniuk, Dawid Krutul, Jan Kocoń, Maciej M Zięba

    ICCS 2025 · 2025

  18. Is heterogeneous model soup tasty? A multidimensional evaluation of diverse model soups in language model alignment

    Dawid Motyka, Paweł T Walkowiak, Julia A Moska, Arkadiusz Janz, Bartosz Żuk, Karolina Seweryn

    ICCS 2025 · 2025

  19. Assessing the stability of text-to-text models for keyword generation tasks

    Tomasz Walkowiak

    ICCS 2024 · 2024

  20. Robustness of named entity recognition models

    Paweł T. Walkowiak

    System Dependability - Theory and Applications · 2024