Improving LLM-based Global Optimization with Search Space Partitioning - Schwanke, Andrej; Ivanov, Lyubomir; Salinas, David; Ferreira, Fabio; Klein, Aaron; Hutter, Frank; Zela, Arber (International Conference on Learning Representations, 2026)