Papers by Andrei Dmitrenko
MADD: Multi-Agent Drug Discovery Orchestra (2025.findings-emnlp)
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Gleb Vitalevich Solovev, Alina Borisovna Zhidkovskaya, Anastasia Orlova, Nina Gubina, Anastasia Vepreva, Rodion Golovinskii, Ilya Tonkii, Ivan Dubrovsky, Ivan Gurev, Dmitry Gilemkhanov, Denis Chistiakov, Timur A. Aliev, Ivan Poddiakov, Galina Zubkova, Ekaterina V. Skorb, Vladimir Vinogradov, Alexander Boukhanovsky, Nikolay Nikitin, Andrei Dmitrenko, Anna Kalyuzhnaya, Andrey Savchenko
| Challenge: | Recent advances in artificial intelligence have limited access to wet-lab tools for hit identification . multi-agent systems combine interpretability of LLMs with precision of specialized models and tools . |
| Approach: | They propose a multi-agent system that builds and executes customized hit identification pipelines from natural language queries. |
| Outcome: | The proposed system reduces the complexity of traditional screening methods and improves efficiency. |