Alicja Maksymiuk
PhD Student
About
Alicja (Ala) Maksymiuk is a DPhil student at the University of Oxford working on generative machine learning for drug discovery, with a focus on molecule generation. Her recent work introduces topological-guidance methods for steering diffusion-based generative models toward macrocyclic drug candidates (MacroGuide).
Specialization
Generative Modeling Molecule Generation Topological Data Analysis Geometric Deep Learning Drug Discovery
Co-supervisors
Michael Bronstein, İsmail Ceylan, Fernanda Duarte
Publications
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MacroGuide: Topological Guidance for Macrocycle Generation
Alicja Maksymiuk, Alexandre Duplessis, Michael Bronstein, Alexander Tong, Fernanda Duarte, İsmail İlkan Ceylan
In ICML 2026
July 2026