| 2025 | ICCS | Fast Prediction of Job Execution Times in the ALICE Grid Through GPU-Based Inference with Quantization and Sparsity Techniques. | Tomasz Lelek, Szymon Mazurek, Maciej Wielgosz, Bartosz Balis |
| 2025 | Interspeech | How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not. | Francesco Verdini, Pierfrancesco Melucci, Stefano Perna, Francesco Cariaggi, Marco Gaido, Sara Papi, Szymon Mazurek, Marek Kasztelnik, Luisa Bentivogli, Sbastien Bratires, Paolo Merialdo, Simone Scardapane |
| 2024 | ICCS | Investigation of Energy-Efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation. | Szymon Mazurek, Monika Pytlarz, Sylwia Malec, Alessandro Crimi |
| 2023 | ICAISC | Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification. | Szymon Mazurek, Rosmary Blanco, Joan Falc-Roget, Jan K. Argasinski, Alessandro Crimi |
| 2023 | Interact | Electroencephalographic (EEG) Correlates of Visually Induced Motion Sickness (VIMS) in the Virtual Reality (VR) Based Simulations. | Jan K. Argasinski, Natalia Lipp, Szymon Mazurek |
| 2022 | FedCSIS | Canine age classification using Deep Learning as a step towards preventive medicine in animals. | Szymon Mazurek, Maciej Wielgosz, Jakub Caputa, Rafal Fraczek, Michal Karwatowski, Jakub Grzeszczyk, Daria Lukasik, Anna Smiech, Pawel Russek, Ernest Jamro, Agnieszka Dabrowska-Boruch, Marcin Pietron, Sebastian Koryciak, Kazimierz Wiatr |