| 2025 | ICTERI | Text-to-Image License Plate Generation with Latent Diffusion Models. | Mariia Shpir, Nadiya Shvai, Amir Nakib |
| 2025 | SMC | Evolutionary Fractal Decomposition based Search for Dynamic Optimization. | Arcadi Llanza, Nadiya Shvai, Amir Nakib |
| 2025 | WACV | A 0-Shot Self-Attention Mechanism for Accelerated Diagonal Attention. | Viti Mario, Nadiya Shvai, Arcadi Llanza, Amir Nakib |
| 2024 | CEC | Black-Box Optimization Based Adaptive Image Anonymization. | Arcadi Llanza, Nadiya Shvai, Amir Nakib |
| 2024 | ECAI | License Plate Images Generation with Diffusion Models. | Mariia Shpir, Nadiya Shvai, Amir Nakib |
| 2024 | GECCO | Evolutionary Algorithm Based Adaptive Image Anonymization. | Arcadi Llanza, Nadiya Shvai, Amir Nakib |
| 2023 | CEC | Deep Learning Models Compression Based on Evolutionary Algorithms and Digital Fractional Differentiation. | Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib |
| 2023 | ICASSP | Deep-Covid-SEV: an Ensemble 2D and 3D CNN-Based Approach for Covid-19 Severity Prediction from 3D CT-SCANS. | Fares Bougourzi, Fadi Dornaika, Amir Nakib, Cosimo Distante, Abdelmalik Taleb-Ahmed |
| 2023 | ICCV | Adaptive Image Anonymization in the Context of Image Classification with Neural Networks. | Nadiya Shvai, Arcadi Llanza Carmona, Amir Nakib |
| 2023 | ICIP | Inference Acceleration of Deep Learning Classifiers Based on RNN. | Fekhr Eddine Keddous, Nadiya Shvai, Arcadi Llanza, Amir Nakib |
| 2023 | ICIP | Towards Robustness: Enhancing Deep Learning Models Through Meta-Learning and Bilevel Optimization for Accurate Car Damage Classification. | Soufiane Mallem, Amir Nakib |
| 2023 | SMC | Convolutional Neural Network Compression Based on Improved Fractal Decomposition Algorithm for Large Scale Optimization. | Arcadi Llanza, Fekhr Eddine Keddous, Nadiya Shvai, Amir Nakib |
| 2022 | GECCO | DEvS: data distillation algorithm based on evolution strategy. | Nadiya Shvai, Arcadi Llanza, Abul Hasnat, Amir Nakib |
| 2021 | ICIP | CNN Classifier's Robustness Enhancement when Preserving Privacy. | Abul Hasnat, Nadiya Shvai, Amir Nakib |
| 2020 | CEC | Hyperparameters optimization for neural network training using Fractal Decomposition-based Algorithm. | Lo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib |
| 2020 | GECCO | HyperFDA: a bi-level optimization approach to neural architecture search and hyperparameters' optimization via fractal decomposition-based algorithm. | Lo Souquet, Nadiya Shvai, Arcadi Llanza, Amir Nakib |
| 2019 | ICIP | Application Guided Image Quality Estimation Based on Classification. | Abul Hasnat, Nadiya Shvai, Assan Sanogo, Marouan Khata, Arcadi Llanza, Antoine Meicler, Amir Nakib |
| 2018 | CEC | Optimal Ensemble Classifiers Based Classification for Automatic Vehicle Type Recognition. | Nadiya Shvai, Antoine Meicler, Abul Hasnat, Edouard Machover, Paul Maarek, Stephane Loquet, Amir Nakib |
| 2018 | ICIP | New Vehicle Classification Method Based on Hybrid Classifiers. | Abul Hasnat, Nadiya Shvai, Antoine Meicler, Paul Maarek, Amir Nakib |
| 2017 | HPCC | Dynamic Learning Optimization Algorithm for P2P-VoD Systems. | Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa |
| 2014 | SMC | Multi-Layer Perceptron Neural Network and nearest neighbor approaches for indoor localization. | Mustapha Dakkak, Boubaker Daachi, Amir Nakib, Patrick Siarry |
| 2014 | SMC | A genetic algorithm designed for robot trajectory planning. | Riad Menasri, Hamouche Oulhadj, Boubaker Daachi, Amir Nakib, Patrick Siarry |
| 2013 | ICIP | Thin structure filtering framework with non-local means, Gaussian derivatives and spatially-variant mathematical morphology. | T. A. Nguyen, Alice Dufour, Olena Tankyevych, Amir Nakib, Eric Petit, Hugues Talbot, Nicolas Passat |
| 2013 | ICPADS | Adaptive Peer Selection Strategy in P2P-VoD Systems Based on Dynamic Metaheuristic. | Thibaud Rohmer, Amir Nakib, Julien Lepagnot, Abdelhamid Nafaa |
| 2012 | CEC | A Dynamic Multi-Agent Algorithm applied to challenging benchmark problems. | Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry |
| 2012 | IPAS | Optimal fractional filter for image segmentation. | Amir Nakib, Y. Schulze, Eric Petit |
| 2012 | ISCC | On resource allocation strategies in managed peerassisted VOD streaming systems. | Thibaud Rohmer, Abdelhamid Nafaa, Amir Nakib |
| 2012 | WCNC | Mobile indoor location based on fractional differentiation. | Mustapha Dakkak, Amir Nakib, Boubaker Daachi, Patrick Siarry, Jacques Lemoine |
| 2011 | CEC | Brain cine MRI segmentation based on a multiagent algorithm for dynamic continuous optimization. | Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry |
| 2011 | MICCAI | Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound Images. | Agns Masson-Sibut, Amir Nakib, Eric Petit, Franois Leitner |
| 2009 | ISDA | Performance Analysis of MADO Dynamic Optimization Algorithm. | Julien Lepagnot, Amir Nakib, Hamouche Oulhadj, Patrick Siarry |
| 2007 | MVA | Microscopic Image Segmentation with Two-dimensional Exponential Entropy Based on Hybrid Microcanonical Annealing. | Amir Nakib, Hamouche Oulhadj, Patrick Siarry |