| 2026 | GECCO | ROIDS: Robust Outlier-Aware Informed Down-Sampling. | Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2026 | SANER | SQL3M: Token Efficient Text-to-SQL Generation. | Ibrahim celehan, Alina Geiger, Dominik Sobania |
| 2025 | EUROGP | Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. | Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2025 | GECCO | Transformer Semantic Genetic Programming for Symbolic Regression. | Philipp Anthes, Dominik Sobania, Franz Rothlauf |
| 2025 | GECCO | Selection Methods in Genetic Programming: A Performance Analysis. | Alina Geiger, Dominik Sobania, Franz Rothlauf |
| 2025 | GECCO | ImageBreeder: Guiding Diffusion Models with Evolutionary Computation. | Dominik Sobania, Martin Briesch, Franz Rothlauf |
| 2024 | EUROGP | A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. | Alina Geiger, Dominik Sobania, Franz Rothlauf |
| 2024 | GECCO | A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis. | Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini |
| 2024 | GECCO | Improving Lexicase Selection with Informed Down-Sampling. | Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector |
| 2023 | EUROGP | MTGP: Combining Metamorphic Testing and Genetic Programming. | Dominik Sobania, Martin Briesch, Philipp Rchner, Franz Rothlauf |
| 2023 | GECCO | The Problem Solving Benefits of Down-sampling Vary by Selection Scheme. | Ryan Boldi, Ashley Bao, Martin Briesch, Thomas Helmuth, Dominik Sobania, Lee Spector, Alexander Lalejini |
| 2023 | GECCO | On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. | Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2023 | GECCO | Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. | Alina Geiger, Dominik Sobania, Franz Rothlauf |
| 2023 | SSBSE | Enhancing Genetic Improvement Mutations Using Large Language Models. | Alexander E. I. Brownlee, James Callan, Karine Even-Mendoza, Alina Geiger, Carol Hanna, Justyna Petke, Federica Sarro, Dominik Sobania |
| 2023 | SSBSE | Evaluating Explanations for Software Patches Generated by Large Language Models. | Dominik Sobania, Alina Geiger, James Callan, Alexander E. I. Brownlee, Carol Hanna, Rebecca Moussa, Mar Zamorano Lpez, Justyna Petke, Federica Sarro |
| 2022 | CEC | Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. | Dirk Schweim, Dominik Sobania, Franz Rothlauf |
| 2022 | EUROGP | Exploiting Knowledge from Code to Guide Program Search. | Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly |
| 2022 | EUROGP | Program Synthesis with Genetic Programming: The Influence of Batch Sizes. | Dominik Sobania, Franz Rothlauf |
| 2022 | GECCO | Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. | Dominik Sobania, Martin Briesch, Franz Rothlauf |
| 2022 | GECCO | Analyzing optimized constants in genetic programming on a real-world regression problem. | Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf |
| 2022 | GECCO | Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). | Dominik Sobania, Dirk Schweim, Franz Rothlauf |
| 2022 | KI | The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. | Martin Briesch, Dominik Sobania, Franz Rothlauf |
| 2021 | EUROGP | On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming. | Dominik Sobania |
| 2021 | GECCO | Improving estimation of distribution genetic programming with novelty initialization. | Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf |
| 2021 | GECCO | Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. | Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf |
| 2021 | GECCO | A generalizability measure for program synthesis with genetic programming. | Dominik Sobania, Franz Rothlauf |
| 2020 | EUROGP | Challenges of Program Synthesis with Grammatical Evolution. | Dominik Sobania, Franz Rothlauf |
| 2019 | GECCO | Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. | Dominik Sobania, Franz Rothlauf |
| 2018 | GECCO | CovSel: A new approach for ensemble selection applied to symbolic regression problems. | Dominik Sobania, Franz Rothlauf |