| 2026 | GECCO | Improving performance of genetic algorithm for multi-criteria optimization. | Stanislaw Kozdrowski, Wojciech Makos, Zbigniew Kopertowski, Slawomir Sujecki |
| 2026 | ICCS | Active Learning in New Generation Optical Networks. | Stanislaw Kozdrowski, Slawomir Sujecki, Pawel Cichosz |
| 2026 | ICCS | GNN-LSTM Agent Approach for Quality of Service Routing. | Adrian Platek, Stanislaw Kozdrowski, Zbigniew Kopertowski, Slawomir Sujecki |
| 2025 | GECCO | Multi-criteria Optimization Algorithms specially tailored for Programmable Networks with Quality Management. | Stanislaw Kozdrowski, Wojciech Makos, Zbigniew Kopertowski, Slawomir Sujecki |
| 2025 | ICCS | A Novel Routing Algorithm for Optical Networks Based on ML Methods. | Pawel Krysztofik, Pawel Cichosz, Slawomir Sujecki, Stanislaw Kozdrowski |
| 2024 | ICCS | A Novel Bandwidth Occupancy Forecasting Method for Optical Networks. | Pawel Krysztofik, Bartlomiej Piotr Grzelak, Piotr Sliwka, Slawomir Sujecki, Stanislaw Kozdrowski |
| 2023 | GECCO | Applying an evolutionary algorithm to compare fix and flex grid technologies in new generation optical networks. | Stanislaw Kozdrowski, Pawel Krysztofik |
| 2023 | SOFTCOM | Ant Colony Algorithms Application for Telco Networks Performance with Multi-criteria Optimization. | Michal Berlinski, Mateusz Rasmus, Zbigniew Kopertowski, Stanislaw Kozdrowski |
| 2023 | SOFTCOM | Analysis of Client Link Utilization for DWDM Networks as a Function of Time. | Bartlomiej Piotr Grzelak, Slawomir Sujecki, Stanislaw Kozdrowski, Piotr Sliwka |
| 2023 | SOFTCOM | CD and CDC Technologies in Next-generation Optical Networks. | Stanislaw Kozdrowski, Pawel Krysztofik |
| 2022 | GECCO | Application of nature inspired algorithms to multi-objective optimization of new generation network problem. | Stanislaw Kozdrowski, Kacper Wnuk |
| 2022 | ICCS | Numerical and Statistical Probability Distribution Transformation for Modeling Traffic in Optical Networks. | Alicja Poturala, Maria Konieczka, Piotr Sliwka, Slawomir Sujecki, Stanislaw Kozdrowski |
| 2022 | SOFTCOM | Machine Learning Application to Transmission Quality Assessment in Optical Networks. | Stanislaw Kozdrowski, Pawel Cichosz, Slawomir Sujecki |
| 2022 | SOFTCOM | Performance Analysis for Next Generation CD and CDC based Technology Optical Networks. | Stanislaw Kozdrowski, Maria Konieczka, Alicja Poturala, Slawomir Sujecki |
| 2022 | SOFTCOM | AI Application in Next Generation Programmable Networks. | Mateusz Rasmus, Zbigniew Kopertowski, Stanislaw Kozdrowski |
| 2021 | ICCS | Application of the Ant Colony Algorithm for Routing in Next Generation Programmable Networks. | Stanislaw Kozdrowski, Magdalena Banaszek, Bartosz Jedrzejczak, Mateusz Zotkiewicz, Zbigniew Kopertowski |
| 2021 | ICCS | Modeling Traffic Forecasts with Probability in DWDM Optical Networks. | Stanislaw Kozdrowski, Piotr Sliwka, Slawomir Sujecki |
| 2021 | SOFTCOM | Application of ML Algorithms for Prediction of the QoT in Optical Networks with Imbalanced and Incomplete Data. | Pawel Cichosz, Stanislaw Kozdrowski, Slawomir Sujecki |
| 2021 | SOFTCOM | Modeling Demands Forecasts with Probability Distributions in DWDM Optical Networks. | Maria Konieczka, Alicja Poturala, Piotr Sliwka, Slawomir Sujecki, Stanislaw Kozdrowski |
| 2021 | SOFTCOM | IoT Device Deployment for Optimal Wastewater Network Coverage. | Arkadiusz Sikorski, Stanislaw Kozdrowski, Fernando Solano Donado |
| 2021 | SOFTCOM | Multi-objective Optimization in Optical Networks. | Kacper Wnuk, Stanislaw Kozdrowski |