| An analysis of the automatic bug fixing performance of chatgpt D Sobania, M Briesch, C Hanna, J Petke IEEE/ACM International Workshop on Automated Program Repair (APR), 23-30, 2023 | 260* | 2023 |
| Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming D Sobania, M Briesch, F Rothlauf Proceedings of the genetic and evolutionary computation conference, 1019-1027, 2022 | 91 | 2022 |
| A comprehensive survey on program synthesis with evolutionary algorithms D Sobania, D Schweim, F Rothlauf IEEE Transactions on Evolutionary Computation 27 (1), 82-97, 2022 | 42* | 2022 |
| Challenges of program synthesis with grammatical evolution D Sobania, F Rothlauf Genetic Programming: 23rd European Conference, EuroGP 2020, Held as Part of …, 2020 | 23 | 2020 |
| Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving R Boldi, M Briesch, D Sobania, A Lalejini, T Helmuth, F Rothlauf, C Ofria, ... Evolutionary Computation, 1-32, 2024 | 17 | 2024 |
| Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 1065-1074, 2019 | 16 | 2019 |
| On the generalizability of programs synthesized by grammar-guided genetic programming D Sobania Genetic Programming: 24th European Conference, EuroGP 2021, Held as Part of …, 2021 | 13 | 2021 |
| Large language models suffer from their own output: An analysis of the self-consuming training loop M Briesch, D Sobania, F Rothlauf arXiv preprint arXiv:2311.16822, 2023 | 11 | 2023 |
| A generalizability measure for program synthesis with genetic programming D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 822-829, 2021 | 11 | 2021 |
| Effects of the training set size: A comparison of standard and down-sampled lexicase selection in program synthesis D Schweim, D Sobania, F Rothlauf 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 8 | 2022 |
| Enhancing genetic improvement mutations using large language models AEI Brownlee, J Callan, K Even-Mendoza, A Geiger, C Hanna, J Petke, ... International Symposium on Search Based Software Engineering, 153-159, 2023 | 7 | 2023 |
| Program synthesis with genetic programming: the influence of batch sizes D Sobania, F Rothlauf European Conference on Genetic Programming (Part of EvoStar), 118-129, 2022 | 6 | 2022 |
| Do You Trust ChatGPT?--Perceived Credibility of Human and AI-Generated Content M Huschens, M Briesch, D Sobania, F Rothlauf arXiv preprint arXiv:2309.02524, 2023 | 4 | 2023 |
| Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution D Schweim, E Hemberg, D Sobania, UM O'Reilly, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 4 | 2021 |
| The Problem Solving Benefits of Down-sampling Vary by Selection Scheme R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023 | 3 | 2023 |
| Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems A Geiger, D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference, 1109-1117, 2023 | 3 | 2023 |
| Analyzing the interaction between down-sampling and selection R Boldi, A Bao, M Briesch, T Helmuth, D Sobania, L Spector, A Lalejini arXiv preprint arXiv:2304.07089, 2023 | 2 | 2023 |
| Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022) D Sobania, D Schweim, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 2 | 2022 |
| Improving estimation of distribution genetic programming with novelty initialization C Olmscheid, D Wittenberg, D Sobania, F Rothlauf Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 2 | 2021 |
| Evaluating Explanations for Software Patches Generated by Large Language Models D Sobania, A Geiger, J Callan, A Brownlee, C Hanna, R Moussa, ... International Symposium on Search Based Software Engineering, 147-152, 2023 | 1 | 2023 |
