MADD: Multi-Agent Drug Discovery Orchestra. - Gleb V. Solovev; Alina B. Zhidkovskaya; Anastasia Orlova; Nina Gubina; Anastasia Vepreva; Rodion Golovinskii; Ilya Tonkii; Ivan Dubrovsky; Ivan Gurev; Dmitry Gilemkhanov; Denis Chistiakov; Timur A. Aliev; et al. (EMNLP (Findings), 2025)

ChemPaperBench: A Multi-Domain Benchmark for Literature-Grounded Chemical Reasoning of LLM-Based Multi-Agent Systems. - Ivan Dubrovsky; Kamil Fatkhiev; Anastasia Vepreva; Anastasia Orlova; Nina Gubina; Dina Shakirova; Rodion Golovinskii; Al Abbass Mohamed; Andrei Dmitrenko; Nikolay O. Nikitin; Anna V. Kalyuzhnaya (ICDM (Workshops), 2025)