Convolutional Neural Networks and Vision Transformers in Product GS1 GPC Brick Code Recognition. - Maciej Szymkowski; Maciej Niemir; Beata Mrugalska; Khalid Saeed 001 (CGI (1), 2023)

Automating Opinion Extraction from Semi-Structured Webpages: Leveraging Language Models and Instruction Finetuning on Synthetic Data. - Dawid Adam Plaskowski; Szymon Skwarek; Dominika Grajewska; Maciej Niemir; Agnieszka Lawrynowicz (ICAART (3), 2024)

Vision-Language Models for E-commerce: Detecting Non-Compliant Product Images in Online Catalogs. - Maciej Niemir; Dominika Grajewska; Bartlomiej Niton (ICAART (3), 2025)

Boosting Dual Quality detection with AI-based social media analysis. - Maksim Brzezinski; Maciej Niemir; Krzysztof Muszynski; Mateusz Lango; Dawid Wisniewski (Inf. Process. Manag., 2025)