| 2026 | EuroPar | Hierarchical Parallel Computing for Optimal Qubit Mapping in NISQ Systems. | Jean-Philippe Valois, Guillaume Helbecque, Nouredine Melab |
| 2025 | AICCSA | A Parallel Island Genetic Algorithm for Triangle-based Image Reconstruction. | Jean-Philippe Valois, Thomas Firmin, Nouredine Melab |
| 2024 | EuroPar | Investigating Portability in Chapel for Tree-Based Optimization on GPU-Powered Clusters. | Tiago Carneiro, Engin Kayraklioglu, Guillaume Helbecque, Nouredine Melab |
| 2024 | EuroPar | A Chapel-Based Multi-GPU Branch-and-Bound Algorithm - Application to the Flowshop Scheduling Problem. | Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry |
| 2024 | ICCS | PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale. | Guillaume Helbecque, Tiago Carneiro, Nouredine Melab, Jan Gmys, Pascal Bouvry |
| 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 | PPoPP | A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments. | Guillaume Helbecque, Jan Gmys, Tiago Carneiro, Nouredine Melab, Pascal Bouvry |
| 2022 | SoCS | Parallel Beam Search for Combinatorial Optimization (Extended Abstract). | Nikolaus Frohner, Jan Gmys, Nouredine Melab, Gnther R. Raidl, El-Ghazali Talbi |
| 2019 | ICCS | Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms. | Tiago Carneiro, Nouredine Melab |
| 2018 | CEC | Efficient Global Optimization Using Deep Gaussian Processes. | Ali Hebbal, Loc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab |
| 2016 | ICA3PP | A GPU-Based Backtracking Algorithm for Permutation Combinatorial Problems. | Tiago Carneiro Pessoa, Jan Gmys, Nouredine Melab, Francisco Heron de Carvalho Junior, Daniel Tuyttens |
| 2015 | PPAM | IVM-Based Work Stealing for Parallel Branch-and-Bound on GPU. | Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens |
| 2014 | PPoPP | Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System. | Rudi Leroy, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens |
| 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 | GECCO | ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. | Nouredine Melab, Th Van Luong, Karima Boufaras, El-Ghazali Talbi |
| 2013 | HPCC | Parallel B&B Algorithm for Hybrid Multi-core/GPU Architectures. | Ahcne Bendjoudi, Mehdi Chekini, Makhlouf Gharbi, Malika Mehdi, Karima Benatchba, Fatima Sitayeb-Benbouzid, Nouredine Melab |
| 2012 | CLUSTER | A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem. | Nouredine Melab, Imen Chakroun, Mohand Mezmaz, Daniel Tuyttens |
| 2012 | CLUSTER | Overlay-Centric Load Balancing: Applications to UTS and B&B. | Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcne Bendjoudi, Nouredine Melab |
| 2012 | HPCC | An Adaptative Multi-GPU Based Branch-and-Bound. A Case Study: The Flow-Shop Scheduling Problem. | Imen Chakroun, Nouredine Melab |
| 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 | 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 |
| 2011 | PPAM | Reducing Thread Divergence in GPU-Based B&B Applied to the Flow-Shop Problem. | Imen Chakroun, Ahcne Bendjoudi, Nouredine Melab |
| 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 | 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 | GECCO | GPU-based island model for evolutionary algorithms. | Th Van Luong, Nouredine Melab, 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 | 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 | 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 | 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 | PDP | A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. | Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi |
| 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 |
| 2005 | CCGRID | An enabling framework for parallel optimization on the computational grid. | Sbastien Cahon, Nouredine Melab, El-Ghazali Talbi |
| 2000 | CATA | Instrumentation-based profiling techniques. | Nouredine Melab, Laurent Deruelle, Mourad Bouneffa |