| 2026 | Multi-tree Genetic Programming with Semantic Complementarity for Feature Construction in Symbolic Regression. | Jiayu Zhang, Qi Chen, Bing Xue, Mengjie Zhang |
| 2026 | Multi-action Tangled Program Graphs for Multi-task Reinforcement Learning with Continuous Control. | Quentin Vacher, Nicolas Beuve, Mickal Dardaillon, Karol Desnos |
| 2026 | A Comparative Study on Robustness in Evolved Image Classifiers. | Camilo De La Torre, Stphane Treillard, Camille Franchet, Herv Luga, Dennis Wilson, Sylvain Cussat-Blanc |
| 2026 | Comparison of Parent and Environmental Selection Schemes in Genetic Programming. | Vladimir Stanovov |
| 2026 | Revisiting SLIM: Improved Learning Dynamics and Model Compactness in Symbolic Regression. | Gorka Silva, Lachlan Stewart, Illya Bakurov, Mauro Castelli, Davide Farinati, Jose Manuel Muoz Contreras, Leonardo Trujillio, Leonardo Vanneschi |
| 2026 | Extending Model Selection Criteria with Extrapolation and Sensitivity Penalties for Symbolic Regression. | Fitria Wulandari Ramlan, Colm O'Riordan, James McDermott |
| 2026 | Extended Semantics Operator for Genetic Programming: A Semantic-Density Approach to Improve Model Robustness. | Sofia Pereira, Leonardo Vanneschi |
| 2026 | Dynamic Vector and Matrix Memory for Tangled Program Graphs. | Ali Naqvi, Stephen Kelly |
| 2026 | Optimal Mixing in Graph-Based GP for Control: Genotypical Dependencies are Hardly Captured. | Giorgia Nadizar, Gloria Pietropolli, Eric Medvet |
| 2026 | Sinking the Bloat in Genetic Programming Using Equality Saturation. | Lucas Miranda, Matheus Campos Fernandes, Emilio Francesquini, Fabrcio Olivetti de Frana |
| 2026 | Reducing Computational Overhead in Biomedical Image Segmentation via Active Learning and PCA-Based Diversity Filtering in CGP. | Yuri Lavinas, Nathaniel Haut, Sylvain Cussat-Blanc, Wolfgang Banzhaf |
| 2026 | New Perspectives on Cartesian Genetic Programming: A Survey. | Mark Kocherovsky, Henning Cui, Illya Bakurov, Michael Heider, Roman Kalkreuth, Wolfgang Banzhaf |
| 2026 | Node Preservation and Its Effect on Crossover in Cartesian Genetic Programming. | Mark Kocherovsky, Illya Bakurov, Wolfgang Banzhaf |
| 2026 | Semantic Search Trajectory Networks for Understanding Genetic Programming. | Josip Hrvatic, Magda Smolic-Rocak, Marko urasevic, Gabriela Ochoa |
| 2026 | NEVO-GSPT: Population-Based Neural Network Evolution Using Inflate and Deflate Operators. | Davide Farinati, Frederico J. J. B. Santos, Leonardo Vanneschi, Mauro Castelli |
| 2026 | On the Effects of Down-Sampling for Tournament and Lexicase Selection in Program Synthesis. | Martin Briesch |
| 2026 | A Hybrid LLM-Coevolution Framework to Generate Abusive Tax Strategies. | Joy Sera Bhattacharya, Erik Hemberg, Una-May O'Reilly |
| 2026 | Using Monte Carlo Tree Search to Enhance Search Space Exploration in Cartesian Genetic Programming. | Christina Berghegger, Camilo De La Torre, Sylvain Cussat-Blanc, Yuri Lavinas, David Simoncini |
| 2026 | Syntactic Flexibility Enables Compact Solutions in Transformer Semantic GP. | Philipp Anthes |
| 2025 | Micro-step Time-Series Regression: Insights from System Identification Using Symbolic Regression. | Hengzhe Zhang, Alberto Tonda, Qi Chen, Bing Xue, Evelyne Lutton, Mengjie Zhang |
| 2025 | Ant-Based Metaheuristics Struggle to Solve the Cartesian Genetic Programming Learning Task. | Julian Trautwein, Michael Heider, Henning Cui, Jrg Hhner |
| 2025 | Evolved and Transparent Pipelines for Biomedical Image Classification. | Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, Robin Schwob, Camille Franchet, Herv Luga, Dennis Wilson, Sylvain Cussat-Blanc |
| 2025 | Exploring the Integration of Cellular Structures in Genetic Programming-Based Methods. | Luigi Rovito, Lorenzo Bonin, Davide Farinati, Leonardo Vanneschi, Luca Manzoni, Andrea De Lorenzo, Gloria Pietropolli |
| 2025 | Introducing Crossover in SLIM-GSGP. | Gloria Pietropolli, Davide Farinati, Luca Manzoni, Mauro Castelli, Sara Silva, Leonardo Vanneschi |
| 2025 | The Role of Stepping Stones in MAP-Elites: Insights from Search Trajectory Networks. | Giorgia Nadizar, Francesco Rusin, Eric Medvet, Gabriela Ochoa |