Nina Gubina

According to our database, Nina Gubina authored at least 7 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Selective Adversarial Attacks on LLM Benchmarks.

Ivan Dubrovsky, Anastasia Orlova, Illarion Iov, Nina Gubina, Irena Gureeva, Alexey Zaytsev

CoRR, October, 2025

Benchmarking Agentic Systems in Automated Scientific Information Extraction with ChemX.

Anastasia Vepreva, Julia Razlivina, Maria Eremeeva, Nina Gubina, Anastasia Orlova, Aleksei Dmitrenko, Ksenya Kapranova, Susan Jyakhwo, Nikita Vasilev, Arsen Sarkisyan, Ivan Yu. Chernyshov, Vladimir Vinogradov, Andrei Dmitrenko

CoRR, October, 2025

ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction.

Anastasia Vepreva, Julia Razlivina, Mariia Eremeyeva, Nina Gubina, Anastasia Orlova, Aleksei Dmitrenko, Kapranova Xenia, Susan Jyakhwo, Nikita Vasilev, Arsen Sarkisyan, Ivan Yu. Chernyshov, Vladimir Vinogradov, Andrei Dmitrenko

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

ChemCoScientist: LLM-Based Multi-Agent Assistant for Automated Solving of Chemical Tasks Using Data-Driven Tools.

Gleb V. Solovev, Ivan Gurev, Anastasia Vepreva, Ivan Dubrovsky, Alina B. Zhidkovskaya, Kamil Fatkhiev, Elizaveta Lutsenko, Anastasia Orlova, Nina Gubina, Nikolay O. Nikitin, Andrei Dmitrenko, Anna V. Kalyuzhnaya

Proceedings of the IEEE International Conference on Data Mining, 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

Proceedings of the IEEE International Conference on Data Mining, 2025

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, Ivan Poddiakov, Galina Zubkova, Ekaterina V. Skorb, Vladimir Vinogradov, Alexander Boukhanovsky, Nikolay O. Nikitin, Andrei Dmitrenko, Anna V. Kaluzhnaya, Andrey V. Savchenko

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability.

Nina Gubina, Andrei Dmitrenko, Gleb V. Solovev, Lyubov Yamshchikova, Oleg Petrov, Ivan Lebedev, Nikita Serov, Grigorii Kirgizov, Nikolay O. Nikitin, Vladimir Vinogradov

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024