| 2026 | GECCO | SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search. | Halima Bouzidi, Smal Niar, Hamza Ouarnoughi, El-Ghazali Talbi |
| 2024 | ICANN | Accelerated NAS via Pretrained Ensembles and Multi-fidelity Bayesian Optimization. | Houssem Ouertatani, Cristian Maxim, Smal Niar, El-Ghazali Talbi |
| 2023 | GECCO | Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. | Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi |
| 2022 | CEC | A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. | Gabriel Duflo, Grgoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2022 | DSD | Co-Optimization of DNN and Hardware Configurations on Edge GPUs. | Halima Bouzidi, Hamza Ouarnoughi, Smal Niar, El-Ghazali Talbi, Abdessamad Ait El Cadi |
| 2022 | ICAART | Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning. | Florian Felten, Grgoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2022 | SoCS | Parallel Beam Search for Combinatorial Optimization (Extended Abstract). | Nikolaus Frohner, Jan Gmys, Nouredine Melab, Gnther R. Raidl, El-Ghazali Talbi |
| 2021 | ACIIDS | A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours. | Gabriel Duflo, Grgoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2021 | WorldCIST | Solving the Multi-objective 2-Dimensional Vector Packing Problem Using ε-constraint Method. | Nadia Dahmani, Saoussen Krichen, El-Ghazali Talbi, Sanaa Kaddoura |
| 2020 | GECCO | Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach. | Gabriel Duflo, Grgoire Danoy, El-Ghazali Talbi, Pascal Bouvry |
| 2018 | IPMU | Dealing with Epistemic Uncertainty in Multi-objective Optimization: A Survey. | Bahri Oumayma, El-Ghazali Talbi |
| 2017 | AICCSA | Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm. | Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli |
| 2017 | CEC | A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis. | Martn Gonzlez, Jose-Juan Lpez-Espn, Juan Aparicio, Domingo Gimnez, El-Ghazali Talbi |
| 2017 | EMO | An Approach for the Local Exploration of Discrete Many Objective Optimization Problems. | Oliver Cuate, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi, Oliver Schtze |
| 2017 | GECCO | Parallel ant colony optimization for evacuation planning. | Manel Hajjem, Hend Bouziri, El-Ghazali Talbi, Khaled Mellouli |
| 2017 | HPCC | Dynamic Learning Optimization Algorithm for P2P-VoD Systems. | Amir Nakib, Thibaud Rohmer, El-Ghazali Talbi, Abdelhamid Nafaa |
| 2016 | IPMU | β-Robustness Approach for Fuzzy Multi-objective Problems. | Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi |
| 2015 | CEC | A fine-grained message passing MOEA/D. | Bilel Derbel, Arnaud Liefooghe, Gauvain Marquet, El-Ghazali Talbi |
| 2015 | EMO | A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem. | Sophie Jacquin, Lucien Mousin, Igor Machado Coelho, El-Ghazali Talbi, Laetitia Jourdan |
| 2015 | GECCO | NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks. | Sune S. Nielsen, Grgoire Danoy, Pascal Bouvry, El-Ghazali Talbi |
| 2015 | ICCS | Towards Understanding Uncertainty in Cloud Computing Resource Provisioning. | Andrei Tchernykh, Uwe Schwiegelshohn, Vassil Alexandrov, El-Ghazali Talbi |
| 2015 | KES | A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem. | Hiba Yahyaoui, Saoussen Krichen, Bilel Derbel, El-Ghazali Talbi |
| 2014 | IPMU | New Pareto Approach for Ranking Triangular Fuzzy Numbers. | Bahri Oumayma, Nahla Ben Amor, El-Ghazali Talbi |
| 2014 | PPSN | Shake Them All! - Rethinking Selection and Replacement in MOEA/D. | Gauvain Marquet, Bilel Derbel, Arnaud Liefooghe, El-Ghazali Talbi |
| 2013 | ANT | Coloring based Hierarchical Routing Approach. | Dhouha Ghrab, Bilel Derbel, Imen Jemili, Amine Dhraief, Abdelfettah Belghith, El-Ghazali Talbi |
| 2013 | CEC | A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. | Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi |
| 2013 | CEC | Cost minimization of service deployment in a multi-cloud environment. | Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi |
| 2013 | CEC | Computational intelligence for cloud management current trends and opportunities. | Alexandru-Adrian Tantar, Anh Quan Nguyen, Pascal Bouvry, Bernab Dorronsoro, El-Ghazali Talbi |
| 2013 | COCOA | A Comparative Study of Multi-objective Evolutionary Algorithms for the Bi-objective 2-Dimensional Vector Packing Problem. | Nadia Dahmani, Saoussen Krichen, Franois Clautiaux, El-Ghazali Talbi |
| 2013 | EMO | Multiobjective Path Relinking for Biclustering: Application to Microarray Data. | Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi |
| 2013 | GECCO | ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. | Nouredine Melab, Th Van Luong, Karima Boufaras, El-Ghazali Talbi |
| 2012 | CEC | CoBRA: A cooperative coevolutionary algorithm for bi-level optimization. | Francois Legillon, Arnaud Liefooghe, El-Ghazali Talbi |
| 2012 | CIBCB | Hybrid metaheuristic for multi-objective biclustering in microarray data. | Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi |
| 2012 | PPSN | Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. | Th Van Luong, ric D. Taillard, Nouredine Melab, El-Ghazali Talbi |
| 2011 | CEC | Multi-objective evolutionary algorithm for biclustering in microarrays data. | Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi |
| 2011 | GECCO | A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. | Malika Mehdi, Jean-Claude Charr, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry |
| 2011 | IWANN | Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. | Nouredine Melab, Th Van Luong, Karima Boufaras, El-Ghazali Talbi |
| 2010 | AICCSA | Adaptive particle swarm for solving the Dynamic Vehicle Routing Problem. | Mostepha Redouane Khouadjia, Laetitia Jourdan, El-Ghazali Talbi |
| 2010 | AICCSA | A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. | Th Van Luong, Lakhdar Loukil, Nouredine Melab, El-Ghazali Talbi |
| 2010 | AICCSA | A parallel version of the Branch & Prune algorithm for the Molecular Distance Geometry Problem. | Antonio Mucherino, Carlile Lavor, Leo Liberti, El-Ghazali Talbi |
| 2010 | CEC | Parallel hybrid evolutionary algorithms on GPU. | Th Van Luong, Nouredine Melab, El-Ghazali Talbi |
| 2010 | CEC | Interval-based initialization method for permutation-based problems. | Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry |
| 2010 | CEC | A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. | Mohand-Said Mezmaz, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya |
| 2010 | CEC | Using multiobjective metaheuristics to solve VRP with uncertain demands. | Dalia Sulieman, Laetitia Jourdan, El-Ghazali Talbi |
| 2010 | GECCO | GPU-based island model for evolutionary algorithms. | Th Van Luong, Nouredine Melab, El-Ghazali Talbi |
| 2010 | ICDCN | Radio Network Distributed Algorithms in the Unknown Neighborhood Model. | Bilel Derbel, El-Ghazali Talbi |
| 2010 | ICDCS | Distributed Node Coloring in the SINR Model. | Bilel Derbel, El-Ghazali Talbi |
| 2009 | CEC | Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. | Dragos Horvath, Lorraine Brillet, S. Roy, Sbastien Conilleau, Alexandru-Adrian Tantar, Jean-Charles Boisson, Nouredine Melab, El-Ghazali Talbi |
| 2009 | GECCO | Interval island model initialization for permutation-based problems. | Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry |
| 2008 | AICCSA | Comparison of population based metaheuristics for feature selection: Application to microarray data classification. | El-Ghazali Talbi, Laetitia Jourdan, Jos Garca-Nieto, Enrique Alba |
| 2008 | CEC | A priori landscape analysis in guiding interactive multi-objective metaheuristics. | Emilia Tantar, Clarisse Dhaenens, Jos Rui Figueira, El-Ghazali Talbi |
| 2008 | CIBCB | Parallel multi-objective algorithms for the molecular docking problem. | Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Dragos Horvath |
| 2008 | CISIS | An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. | Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry |
| 2008 | GECCO | Computing finite size representations of the set of approximate solutions of an MOP with stochastic search algorithms. | Oliver Schtze, Carlos A. Coello Coello, Emilia Tantar, El-Ghazali Talbi |
| 2008 | HIS | The Impact of Local Search on Protein-Ligand Docking Optimization. | Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi |
| 2008 | PPSN | The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. | Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi |
| 2007 | CCGRID | A Parallel P2P Branch-and-Bound Algorithm for Computational Grids. | Ahcne Bendjoudi, Nouredine Melab, El-Ghazali Talbi |
| 2007 | CEC | Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms. | Enrique Alba, Jos Garca-Nieto, Laetitia Jourdan, El-Ghazali Talbi |
| 2007 | CEC | Grid-based evolutionary strategies applied to the conformational sampling problem. | Benjamin Parent, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Dragos Horvath |
| 2007 | CISIS | Parallel Branch and Bound on P2P Systems. | El-Ghazali Talbi, Ahcne Bendjoudi, Nouredine Melab |
| 2007 | EMO | ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization. | Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi |
| 2007 | EMO | Combinatorial Optimization of Stochastic Multi-objective Problems: An Application to the Flow-Shop Scheduling Problem. | Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi |
| 2007 | EMO | A Multi-objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding. | Oliver Schtze, Laetitia Jourdan, Thomas Legrand, El-Ghazali Talbi, Jean Luc Wojkiewicz |
| 2007 | GECCO | A comparison of PSO and GA approaches for gene selection and classification of microarray data. | Jos Garca-Nieto, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi |
| 2007 | GECCO | Convergence of stochastic search algorithms to gap-free pareto front approximations. | Oliver Schtze, Marco Laumanns, Emilia Tantar, Carlos A. Coello Coello, El-Ghazali Talbi |
| 2007 | PDP | A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. | Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi |
| 2006 | AINA | A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids. | Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando |
| 2006 | CCGRID | Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. | Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Bernard Toursel |
| 2006 | CEC | Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry. | Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando |
| 2005 | CCGRID | An enabling framework for parallel optimization on the computational grid. | Sbastien Cahon, Nouredine Melab, El-Ghazali Talbi |
| 2005 | CCGRID | Grid for Geno-Medicine: a glimpse on the GGM project. | Jean-Marc Pierson, Lionel Brunie, Clarisse Dhaenens, Abdelkader Hameurlain, Nordine Melab, Maryvonne Miquel, Franck Morvan, El-Ghazali Talbi, Anne Tchounikine |
| 2005 | EMO | Path Relinking in Pareto Multi-objective Genetic Algorithms. | Matthieu Basseur, Franck Seynhaeve, El-Ghazali Talbi |
| 2004 | CEC | A multicriteria genetic algorithm to analyze microarray data. | Mohamed Khabzaoui, Clarisse Dhaenens, El-Ghazali Talbi |
| 2004 | CEC | NFL theorem is unusable on structured classes of problems. | Benjamin Weinberg, El-Ghazali Talbi |
| 2002 | CEC | Design of multi-objective evolutionary algorithms: application to the flow-shop scheduling problem. | Matthieu Basseur, Franck Seynhaeve, El-Ghazali Talbi |
| 2002 | PPSN | Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing Problem. | Nicolas Jozefowiez, Frdric Semet, El-Ghazali Talbi |
| 2001 | CLUSTER | Scheduling parallel adaptive applications in networks of workstations and clusters of processors. | Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib |
| 2001 | EMO | A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop. | El-Ghazali Talbi, Malek Rahoual, Mohamed Hakim Mabed, Clarisse Dhaenens |
| 2000 | CEC | A multiobjective genetic algorithm for radio network optimization. | Herv Meunier, El-Ghazali Talbi, Philippe Reininger |
| 1999 | PDPTA | Adaptive Programming: Application to a Semi Supervised Point Prototype Clustering Algorithm. | H. Lamehamedi, Amine Bensaid, Djemai Kebbal, El-Ghazali Talbi, Abdelghani Bellaachia |
| 1998 | SMC | The fitness function and its impact on local search methods. | David Duvivier, Philippe Preux, Cyril Fonlupt, Denis Robilliard, El-Ghazali Talbi |
| 1997 | PDPTA | A New Approach for Checkpointing Parallel Application. | Djemai Kebbal, El-Ghazali Talbi, Jean-Marc Geib |
| 1996 | PPSN | Climbing Up NP-Hard Hills. | David Duvivier, Philippe Preux, El-Ghazali Talbi |
| 1993 | IROS | The "Ariadne's clew" algorithm: global planning with local methods. | Pierre Bessire, Juan Manuel Ahuactzin, El-Ghazali Talbi, Emmanuel Mazer |
| 1992 | ECAI | Using Genetic Algorithms for Robot Motion Planning. | Juan Manuel Ahuactzin, El-Ghazali Talbi, Pierre Bessire, Emmanuel Mazer |
| 1991 | ICS | A parallel genetic algorithm for the graph partitioning problem. | El-Ghazali Talbi, Pierre Bessire |