| 2026 | ECMS | 3D Smoke Upscaling Using Lightweight DNN. | Michal Wieczorek, Marcin Wozniak |
| 2026 | ECMS | 2D Smoke Pressure Solving Using Custom Transformer-Based Deep Neural Network. | Michal Wieczorek, Marcin Wozniak |
| 2026 | ICAART | Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation. | Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek |
| 2026 | ICCS | GenPlanner: From Noise to Plans - Emergent Reasoning in Flow Matching and Diffusion Models. | Agnieszka Polowczyk, Alicja Polowczyk, Michal Wieczorek |
| 2025 | ICAISC | Fuzzy Attention Module for CNNs in the Application of Space Analysis. | Antoni Jaszcz, Adam Zielonka, Michal Wieczorek, Dawid Polap |
| 2025 | ICAISC | Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection. | Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek |
| 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 | Architecture Monitoring and Reliability Estimation Based on DIP Technology. | Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, 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 | Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. | Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak |