| 2026 | ICAART | Dual-Objective Federated Learning Strategy for Lung X-Ray Analysis in Healthcare Systems. | Antoni Jaszcz, Katarzyna Prokop, Piotr Zerdzinski, Dawid Polap, Jakub Silka |
| 2025 | ICAISC | One Shot, Few Perspectives: Ensemble Learning for Image Segmentation. | Katarzyna Prokop, Jakub Silka, Dawid Polap, Katarzyna Wiltos |
| 2025 | IJCNN | Custom Sequential Neural Network for Inverse Kinematic Regression. | Jakub Silka, Michal Wieczorek |
| 2025 | IJCNN | One-shot Deep Learning Pressure Solver for 2D Eulerian Smoke Simulation Application. | Michal Wieczorek, Jakub Silka, Katarzyna Wiltos |
| 2024 | ICAISC | Swarm Optimization for Enhanced Random Forest-Based IoT Security. | Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak |
| 2024 | ICAISC | Transformer Based Semantic Segmentation Network for Medical Imaging Application. | Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak |
| 2023 | ICAISC | Semantic Segmentation Neural Network in Automatic Weapon Detection. | Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak |
| 2022 | ICAISC | BiLSTM Deep Learning Model for Heart Problems Detection. | Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak |
| 2022 | MOBICOM | Deep neural network with transfer learning in remote object detection from drone. | Marcin Wozniak, Michal Wieczorek, Jakub Silka |
| 2021 | ICAISC | Multimodal Image Fusion Method Based on Multiscale Image Matting. | Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak |
| 2021 | MOBICOM | Deep learning based crowd counting model for drone assisted systems. | Marcin Wozniak, Jakub Silka, Michal Wieczorek |
| 2020 | FedCSIS | Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. | Jakub Silka, Michal Wieczorek, Marcin Wozniak |
| 2020 | ICAISC | Empirical Mode Decomposition Based Data Augmentation for Time Series Prediction Using NARX Network. | Olusola Oluwakemi Abayomi-Alli, Tatjana Sidekerskiene, Robertas Damasevicius, Jakub Silka, Dawid Polap |