| 2026 | GECCO | Bayesian Optimization. | Juergen Branke, Ivo Couckuyt, Sebastian Rojas-Gonzalez, Elena Raponi |
| 2026 | GECCO | LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms. | Wenhu Li, Niki van Stein, Thomas Bck, Elena Raponi |
| 2026 | GECCO | Does Dimensionality Reduction via Random Projections preserve Landscape Features? | Ivn Olarte Rodrguez, Anja Jankovic, Thomas Bck, Elena Raponi |
| 2026 | PPSN | Sampling on Random Subspaces Under Limited Data in the Context of Exploratory Landscape Analysis. | Ivn Olarte Rodrguez, Anja Jankovic, Thomas Bck, Elena Raponi |
| 2025 | GECCO | Cascading CMA-ES Instances for Generating Input-diverse Solution Batches. | Maria Laura Santoni, Christoph Drr, Carola Doerr, Mike Preuss, Elena Raponi |
| 2025 | IJCCI | Optimization Is Not Enough: Why Problem Formulation Deserves Equal Attention. | Ivn Olarte Rodrguez, Gokhan Serhat, Mariusz Bujny, Fabian Duddeck, Thomas Bck, Elena Raponi |
| 2025 | IJCNN | Why Are You Wrong? Counterfactual Explanations for Language Grounding with 3D Objects. | Tobias Preintner, Weixuan Yuan, Qi Huang, Adrian Knig, Thomas Bck, Elena Raponi, Niki van Stein |
| 2025 | ICTAI | EvoCAD: Evolutionary CAD Code Generation with Vision Language Models. | Tobias Preintner, Weixuan Yuan, Adrian Knig, Thomas Bck, Elena Raponi, Niki van Stein |
| 2023 | GECCO | Towards Self-Adjusting Weighted Expected Improvement for Bayesian Optimization. | Carolin Benjamins, Elena Raponi, Anja Jankovic, Carola Doerr, Marius Lindauer |
| 2023 | GECCO | Comparison of Bayesian Optimization Algorithms for BBOB Problems in Dimensions 10 and 60. | Maria Laura Santoni, Elena Raponi, Renato De Leone, Carola Doerr |
| 2022 | PPSN | High Dimensional Bayesian Optimization with Kernel Principal Component Analysis. | Kirill A. Antonov, Elena Raponi, Hao Wang, Carola Doerr |
| 2020 | PPSN | High Dimensional Bayesian Optimization Assisted by Principal Component Analysis. | Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr |
| 2019 | IJCCI | Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization. | Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck |