CovSel: A new approach for ensemble selection applied to symbolic regression problems. - Dominik Sobania; Franz Rothlauf (GECCO, 2018)

Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. - Dominik Sobania; Franz Rothlauf (GECCO, 2019)

Challenges of Program Synthesis with Grammatical Evolution. - Dominik Sobania; Franz Rothlauf (EuroGP, 2020)

On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming. - Dominik Sobania (EuroGP, 2021)

Improving estimation of distribution genetic programming with novelty initialization. - Christian Olmscheid; David Wittenberg; Dominik Sobania; Franz Rothlauf (GECCO Companion, 2021)

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 (GECCO Companion, 2021)

A generalizability measure for program synthesis with genetic programming. - Dominik Sobania; Franz Rothlauf (GECCO, 2021)

Recent Developments in Program Synthesis with Evolutionary Algorithms. - Dominik Sobania; Dirk Schweim; Franz Rothlauf (CoRR, 2021)

Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. - Dirk Schweim; Dominik Sobania; Franz Rothlauf (CEC, 2022)

Exploiting Knowledge from Code to Guide Program Search. - Dirk Schweim; Erik Hemberg; Dominik Sobania; Una-May O'Reilly (EuroGP, 2022)

Program Synthesis with Genetic Programming: The Influence of Batch Sizes. - Dominik Sobania; Franz Rothlauf (EuroGP, 2022)

Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. - Dominik Sobania; Martin Briesch; Franz Rothlauf (GECCO, 2022)

Analyzing optimized constants in genetic programming on a real-world regression problem. - Dominik Sobania; Martin Briesch; David Wittenberg; Franz Rothlauf (GECCO Companion, 2022)

Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). - Dominik Sobania; Dirk Schweim; Franz Rothlauf (GECCO Companion, 2022)

The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. - Martin Briesch; Dominik Sobania; Franz Rothlauf (KI, 2022)

Genetic programming for iterative numerical methods. - Dominik Sobania; Jonas Schmitt; Harald Köstler; Franz Rothlauf (Genet. Program. Evolvable Mach., 2022)

On the structure and generalizability of programs synthesized by genetic programming. - Dominik Sobania (2022)

MTGP: Combining Metamorphic Testing and Genetic Programming. - Dominik Sobania; Martin Briesch; Philipp Röchner; Franz Rothlauf (EuroGP, 2023)

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 (GECCO Companion, 2023)

On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. - Martin Briesch; Dominik Sobania; Franz Rothlauf (GECCO Companion, 2023)

Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. - Alina Geiger; Dominik Sobania; Franz Rothlauf (GECCO, 2023)

An Analysis of the Automatic Bug Fixing Performance of ChatGPT. - Dominik Sobania; Martin Briesch; Carol Hanna; Justyna Petke (APR@ICSE, 2023)

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 (SSBSE, 2023)

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 López; Justyna Petke; Federica Sarro (SSBSE, 2023)

Analyzing the Interaction Between Down-Sampling and Selection. - Ryan Boldi; Ashley Bao; Martin Briesch; Thomas Helmuth; Dominik Sobania; Lee Spector; Alexander Lalejini (CoRR, 2023)

Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. - Martin Huschens; Martin Briesch; Dominik Sobania; Franz Rothlauf (CoRR, 2023)

Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. - Martin Briesch; Dominik Sobania; Franz Rothlauf (CoRR, 2023)

A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. - Dominik Sobania; Dirk Schweim; Franz Rothlauf (IEEE Trans. Evol. Comput., 2023)

A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. - Alina Geiger; Dominik Sobania; Franz Rothlauf (EuroGP, 2024)

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 (GECCO Companion, 2024)

Improving Lexicase Selection with Informed Down-Sampling. - Martin Briesch; Ryan Boldi; Dominik Sobania; Alexander Lalejini; Thomas Helmuth; Franz Rothlauf; Charles Ofria; Lee Spector (GECCO Companion, 2024)

Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. - Alina Geiger; Dominik Sobania; Franz Rothlauf (CoRR, 2024)

ComfyGI: Automatic Improvement of Image Generation Workflows. - Dominik Sobania; Martin Briesch; Franz Rothlauf (CoRR, 2024)

Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving. - Ryan Boldi; Martin Briesch; Dominik Sobania; Alexander Lalejini; Thomas Helmuth; Franz Rothlauf; Charles Ofria; Lee Spector (Evol. Comput., 2024)

On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. - Louisa Schwarz; Dominik Sobania; Franz Rothlauf (Int. J. Medical Informatics, 2024)

Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. - Alina Geiger; Martin Briesch; Dominik Sobania; Franz Rothlauf (EuroGP, 2025)

Transformer Semantic Genetic Programming for Symbolic Regression. - Philipp Anthes; Dominik Sobania; Franz Rothlauf (GECCO, 2025)

ImageBreeder: Guiding Diffusion Models with Evolutionary Computation. - Dominik Sobania; Martin Briesch; Franz Rothlauf (GECCO, 2025)

Large language model based mutations in genetic improvement. - Alexander E. I. Brownlee; James Callan; Karine Even-Mendoza; Alina Geiger; Carol Hanna; Justyna Petke; Federica Sarro; Dominik Sobania (Autom. Softw. Eng., 2025)

A Comparison of Large Language Models and Genetic Programming for Program Synthesis. - Dominik Sobania; Justyna Petke; Martin Briesch; Franz Rothlauf (IEEE Trans. Evol. Comput., 2025)