| 2022 | PPSN | Single Interaction Multi-Objective Bayesian Optimization. | Juan Ungredda, Jrgen Branke, Mariapia Marchi, Teresa Montrone |
| 2021 | GECCO | One step preference elicitation in multi-objective Bayesian optimization. | Juan Ungredda, Jrgen Branke, Mariapia Marchi, Teresa Montrone |
| 2020 | GECCO | Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems. | Koen van der Blom, Timo M. Deist, Tea Tusar, Mariapia Marchi, Yusuke Nojima, Akira Oyama, Vanessa Volz, Boris Naujoks |
| 2018 | CEC | Evidence-Based Robust Optimisation of Space Systems with Evidence Network Models. | Gianluca Filippi, Mariapia Marchi, Massimiliano Vasile, Paolo Vercesi |
| 2017 | CEC | Multiobjective sizing optimization of a steel girder bridge with a simple Target-driven approach. | Mariapia Marchi, Luca Rizzian, Stefano Costanzo |
| 2015 | EMO | Guideline Identification for Optimization Under Uncertainty Through the Optimization of a Boomerang Trajectory. | Mariapia Marchi, Enrico Rigoni, Rosario Russo, Alberto Clarich |