| 2025 | Population Diversity, Information Theory and Genetic Improvement. | William B. Langdon, David Clark |
| 2025 | On the Effectiveness of Crossover Operators in Cartesian Genetic Programming. | Mark Kocherovsky, Marzieh Kianinejad, Illya Bakurov, Wolfgang Banzhaf |
| 2025 | Multi-objective Evolutionary Design of Explainable EEG Classifier. | Martin Hurta, Anna Ovesna, Vojtech Mrazek, Luks Sekanina |
| 2025 | Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. | Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2025 | Exploring the Impact of Data Scale on Mutation Step Size in SLIM-GSGP. | Davide Farinati, Gloria Pietropolli, Leonardo Vanneschi |
| 2025 | Designing Lookahead Relocation Rules for the Container Relocation Problem with Genetic Programming. | Marko Durasevic, Mateja Dumic, Francisco Javier Gil Gala, Domagoj Jakobovic |
| 2025 | Unified Piecewise Symbolic Regression. | Guillaume Doquet |
| 2025 | A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions in Odd Sizes. | Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Stjepan Picek, Luca Mariot |
| 2025 | Ghost Swarms: Learning Swarm Rules from Environmental Changes Alone. | Khulud Alharthi, Zahraa S. Abdallah, Sabine Hauert |
| 2024 | Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression. | Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang |
| 2024 | SLIM_GSGP: The Non-bloating Geometric Semantic Genetic Programming. | Leonardo Vanneschi |
| 2024 | Enhancing Large Language Models-Based Code Generation by Leveraging Genetic Improvement. | Giovanni Pinna, Damiano Ravalico, Luigi Rovito, Luca Manzoni, Andrea De Lorenzo |
| 2024 | DALex: Lexicase-Like Selection via Diverse Aggregation. | Andrew Ni, Li Ding, Lee Spector |
| 2024 | Naturally Interpretable Control Policies via Graph-Based Genetic Programming. | Giorgia Nadizar, Eric Medvet, Dennis G. Wilson |
| 2024 | Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots. | Alican Mertan, Nick Cheney |
| 2024 | Grammar-Based Evolution of Polyominoes. | Jessica Mgane, Eric Medvet, Nuno Loureno, Penousal Machado |
| 2024 | Fuzzy Pattern Trees for Classification Problems Using Genetic Programming. | Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Jorge Lus Machado do Amaral, Joseph P. Sullivan, Conor Ryan |
| 2024 | Genetic Improvement of Last Level Cache. | William B. Langdon, David Clark |
| 2024 | Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming. | Thomas Helmuth, Edward R. Pantridge, James Gunder Frazier, Lee Spector |
| 2024 | A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. | Alina Geiger, Dominik Sobania, Franz Rothlauf |
| 2024 | An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints. | Rmi Felin, Pierre Monnin, Catherine Faron, Andrea G. B. Tettamanzi |
| 2024 | Look into the Mirror: Evolving Self-dual Bent Boolean Functions. | Claude Carlet, Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Stjepan Picek |
| 2023 | A Boosting Approach to Constructing an Ensemble Stack. | Zhilei Zhou, Ziyu Qiu, Brad Niblett, Andrew Johnston, Jeffrey Schwartzentruber, Nur Zincir-Heywood, Malcolm I. Heywood |
| 2023 | MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning. | Hengzhe Zhang, Qi Chen, Alberto Tonda, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang |
| 2023 | Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming. | David Wittenberg, Franz Rothlauf |