🧑‍🔬 Andrey Kuznetsov

🏛️ Affiliations

🎓Samara National Research UniversitySamara · Russia2011–2024 · 42 papers🔬Image Processing Systems InstituteSamara · Russia2011–2024 · 30 papers🤝AIRI - Artificial Intelligence Research InstituteMoscow · Russia2021–2026 · 15 papers🏛️Russian Academy of SciencesMoscow · Russia2011–2018 · 15 papers🎓Innopolis UniversityInnopolis · Russia2025–2026 · 13 papers🔬Federal Scientific Research Centre Crystallography and PhotonicsMoscow · Russia2016–2021 · 8 papers🔬Artificial Intelligence Research InstituteCerdanyola del Vallès · Spain2021–2023 · 2 papers🔬Joint Institute for Nuclear ResearchDubna · RussiaEmployment · LHEP

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA Models (2026)
   Vision-Language-Action (VLA) models are usually tested on short, clean instructions. Real users, however, rephrase commands and wrap them in chatter. This paper measures how much such linguistic noise hurts robot policies. The authors built an evaluation protocol with two kinds of perturbation:
2. SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space (2026)
   The paper examines how reasoning segmentation models react when users phrase the same request differently.

All works

3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations · no summary yetAnton Razzhigaev et al.2023 · 60 citations
2. Bring the Apple, Not the Sofa: Impact of Irrelevant Context in Embodied AI Commands on VLA ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Andrey Moskalenko, Daria Pugacheva, Denis Shepelev, et al.2026
3. SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent SpaceConference of the European Chapter of the Association for Computational Linguistics (EACL)Viktoriia Zinkovich, Anton Antonov, Andrei Spiridonov, et al.2026

🤝 Co-authors here

5 co-authors with a page, the most papers together first.

• Andrey Moskalenko ×2
• Daria Pugacheva ×2
• Denis Shepelev ×2
• Elena Tutubalina ×2
• Vlad Shakhuro ×2

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Conference of the European Chapter of the Association for Computational Linguistics (EACL) ×2: EACL 2026 ×2
• Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

🔗 Cited by

Papers of our library cite their works 9 times (of the 149,439 papers whose bibliographies we read).

Updated 1 November 2026

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