Learning to Schedule Heuristics in Branch and Bound. - Antonia Chmiela; Elias B. Khalil; Ambros M. Gleixner; Andrea Lodi 001; Sebastian Pokutta (NeurIPS, 2021)

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. - Maxime Gasse; Simon Bowly; Quentin Cappart; Jonas Charfreitag; Laurent Charlin; Didier Chételat; Antonia Chmiela; Justin Dumouchelle; Ambros M. Gleixner; Aleksandr M. Kazachkov; Elias B. Khalil; Pawel Lichocki; et al. (NeurIPS (Competition and Demos), 2021)

Learning to Schedule Heuristics in Branch-and-Bound. - Antonia Chmiela; Elias B. Khalil; Ambros M. Gleixner; Andrea Lodi 001; Sebastian Pokutta (Zenodo, 2021)

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights. - Maxime Gasse; Quentin Cappart; Jonas Charfreitag; Laurent Charlin; Didier Chételat; Antonia Chmiela; Justin Dumouchelle; Ambros M. Gleixner; Aleksandr M. Kazachkov; Elias B. Khalil; Pawel Lichocki; Andrea Lodi 001; et al. (CoRR, 2022)

Online Learning for Scheduling MIP Heuristics. - Antonia Chmiela; Ambros M. Gleixner; Pawel Lichocki; Sebastian Pokutta (CPAIOR, 2023)

Scylla: a matrix-free fix-propagate-and-project heuristic for mixed-integer optimization. - Gioni Mexi; Mathieu Besançon; Suresh Bolusani; Antonia Chmiela; Alexander Hoen; Ambros M. Gleixner (CoRR, 2023)

On the implementation and strengthening of intersection cuts for QCQPs. - Antonia Chmiela; Gonzalo Muñoz 001; Felipe Serrano 001 (Math. Program., 2023)

Online Learning for Scheduling MIP Heuristics. - Antonia Chmiela; Ambros M. Gleixner; Pawel Lichocki; Sebastian Pokutta (Zenodo, 2023)

Enabling Research through the SCIP Optimization Suite 8.0. - Ksenia Bestuzheva; Mathieu Besançon; Weikun Chen; Antonia Chmiela; Tim Donkiewicz; Jasper van Doornmalen; Leon Eifler; Oliver Gaul; Gerald Gamrath; Ambros M. Gleixner; Leona Gottwald; Christoph Graczyk; et al. (ACM Trans. Math. Softw., 2023)

PySCIPOpt-ML: Embedding Trained Machine Learning Models into Mixed-Integer Programs. - Mark Turner 010; Antonia Chmiela; Thorsten Koch; Michael Winkler (CPAIOR (2), 2025)

Global optimization of mixed-integer nonlinear programs with SCIP 8. - Ksenia Bestuzheva; Antonia Chmiela; Benjamin Müller 002; Felipe Serrano 001; Stefan Vigerske; Fabian Wegscheider (J. Glob. Optim., 2025)

Monoidal strengthening and unique lifting in MIQCPs. - Antonia Chmiela; Gonzalo Muñoz 001; Felipe Serrano 001 (Math. Program., 2025)