| 2024 | ECIR | ProMap: Product Mapping Datasets. | Katerina Mackov, Martin Pilt |
| 2024 | ICML | Surprisingly Strong Performance Prediction with Neural Graph Features. | Gabriela Kadlecov, Jovita Lukasik, Martin Pilt, Petra Vidnerov, Mahmoud Safari, Roman Neruda, Frank Hutter |
| 2024 | ICTAI | Enhancing Multi-Agent Robustness: Addressing the Off-Diagonal Problem with Population-Based Training. | Petra Vysusilov, Premysl Basta, Martin Pilt |
| 2022 | GECCO | Using graph neural networks as surrogate models in genetic programming. | Martin Pilt, Gabriela Suchoprov |
| 2022 | GECCO | Implementing and evaluating parallel evolutionary algorithms in modern GPU computing libraries. | Patrik Valkovic, Martin Pilt |
| 2021 | IJCNN | Beating White-Box Defenses with Black-Box Attacks. | Vera Kumov, Martin Pilt |
| 2021 | ICTAI | Training Electric Vehicle Charging Controllers with Imitation Learning. | Martin Pilt |
| 2021 | KR | On Eventual Applicability of Plans in Dynamic Environments with Cyclic Phenomena. | Luks Chrpa, Martin Pilt, Jakub Med |
| 2020 | AAAI | Planning and Acting with Non-Deterministic Events: Navigating between Safe States. | Luks Chrpa, Jakub Gemrot, Martin Pilt |
| 2019 | IJCNN | Using Local Convolutional Units to Defend Against Adversarial Examples. | Matej Kocin, Martin Pilt |
| 2019 | IJCNN | Composing Multi-Instrumental Music with Recurrent Neural Networks. | David Samuel, Martin Pilt |
| 2018 | GECCO | Heterogeneous island model with re-planning of methods. | Stepn Balcar, Martin Pilt |
| 2018 | IJCNN | Controlling the Charging of Electric Vehicles with Neural Networks. | Martin Pilt |
| 2018 | ICTAI | Online Parallel Portfolio Selection with Heterogeneous Island Model. | Stepn Balcar, Martin Pilt |
| 2018 | ICTAI | Evolving Ensembles of Traffic Lights Controllers. | Martin Pilt |
| 2017 | GECCO | Parallel evolutionary algorithm with interleaving generations. | Martin Pilt, Roman Neruda |
| 2017 | ICTAI | Towards a Safer Planning and Execution Concept. | Luks Chrpa, Jakub Gemrot, Martin Pilt |
| 2016 | CEC | General tuning of weights in MOEA/D. | Martin Pilt, Roman Neruda |
| 2016 | ICTAI | Asynchronous Evolution of Data Mining Workflow Schemes by Strongly Typed Genetic Programming. | Martin Pilt, Toms Kren, Roman Neruda |
| 2016 | PPSN | Feature Extraction for Surrogate Models in Genetic Programming. | Martin Pilt, Roman Neruda |
| 2015 | CEC | Co-evolutionary genetic programming for dataset similarity induction. | Jakub Smd, Martin Pilt, Klra Peskov, Roman Neruda |
| 2015 | GECCO | Incorporating User Preferences in MOEA/D through the Coevolution of Weights. | Martin Pilt, Roman Neruda |
| 2015 | ICTAI | Hypervolume-Based Surrogate Model for MO-CMA-ES. | Martin Pilt, Roman Neruda |
| 2014 | CEC | The effect of different local search algorithms on the performance of multi-objective optimizers. | Martin Pilt, Roman Neruda |
| 2014 | ECAI | Hybrid Multi-Agent System for Metalearning in Data Mining. | Klra Peskov, Jakub Smd, Martin Pilt, Ondrej Kazk, Roman Neruda |
| 2014 | GECCO | Hypervolume-based local search in multi-objective evolutionary optimization. | Martin Pilt, Roman Neruda |
| 2013 | CEC | Surrogate model selection for evolutionary multiobjective optimization. | Martin Pilt, Roman Neruda |
| 2013 | GECCO | Multiobjectivization for classifier parameter tuning. | Martin Pilt, Roman Neruda |
| 2012 | CEC | An evolutionary algorithm for 2D semi-guillotinable circular saw cutting. | Stepn Balcar, Martin Pilt, Roman Neruda |
| 2012 | CEC | An Evolutionary Strategy for Surrogate-Based Multiobjective Optimization. | Martin Pilt, Roman Neruda |
| 2012 | GECCO | A surrogate multiobjective evolutionary strategy with local search and pre-selection. | Martin Pilt, Roman Neruda |
| 2012 | ICMLA | Combining Parameter Space Search and Meta-learning for Data-Dependent Computational Agent Recommendation. | Ondrej Kazk, Klra Peskov, Martin Pilt, Roman Neruda |
| 2012 | ICMLA | Meta-learning and Model Selection in Multi-objective Evolutionary Algorithms. | Martin Pilt, Roman Neruda |
| 2012 | ICTAI | A Surrogate Based Multiobjective Evolution Strategy with Different Models for Local Search and Pre-selection. | Martin Pilt, Roman Neruda |
| 2011 | CEC | ASM-MOMA: Multiobjective memetic algorithm with aggregate surrogate model. | Martin Pilt, Roman Neruda |
| 2011 | GECCO | LAMM-MMA: multiobjective memetic algorithm with local aggregate meta-model. | Martin Pilt, Roman Neruda |
| 2011 | HIS | Improving many-objective optimizers with aggregate meta-models. | Martin Pilt, Roman Neruda |
| 2011 | ICMLA | Implementation of Parameter Space Search for Meta Learning in a Data-Mining Multi-agent System. | Ondrej Kazk, Klra Peskov, Martin Pilt, Roman Neruda |
| 2010 | CEC | Combining multiobjective and single-objective genetic algorithms in heterogeneous island model. | Martin Pilt, Roman Neruda |