--- title: "Andrey Moskalenko — author profile and papers · Reasoning" description: "Andrey Moskalenko, Lomonosov Moscow State University: 2 papers on Elamur Research (2026), h-index 3 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/andrey-moskalenko/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/andrey-moskalenko/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Andrey Moskalenko # Andrey Moskalenko Andrey Moskalenko has 2 papers in our library, in 2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Andrey Kuznetsov](https://md.research.elamur.ai/free/en/authors/andrey-kuznetsov/), [Daria Pugacheva](https://md.research.elamur.ai/free/en/authors/daria-pugacheva/), [Denis Shepelev](https://md.research.elamur.ai/free/en/authors/denis-shepelev/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5087983729) · [ORCID](https://orcid.org/0000-0003-4965-0867) · [**h-index 3**](https://openalex.org/authors/A5087983729) · [18 works](https://openalex.org/works?filter=author.id:A5087983729) · [42 citations](https://openalex.org/works?filter=author.id:A5087983729&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/andrey-moskalenko/#papers) · [⭐ Paper Stars ranking: #13426](https://md.research.elamur.ai/free/en/paper-stars/page/135/#star-13426) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Andrey+Moskalenko) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Andrey+Moskalenko) · [dblp](https://dblp.org/search?q=Andrey+Moskalenko) · [ACL Anthology](https://aclanthology.org/search/?q=Andrey+Moskalenko) ## Affiliations [🎓**Lomonosov Moscow State University** Moscow · Russia 2022–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/lomonosov-moscow-state-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/andrey-moskalenko/year/2026/) ## 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](https://md.research.elamur.ai/free/en/papers/moskalenko-2026-bring-apple-not-sofa-impact/)** *(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](https://md.research.elamur.ai/free/en/papers/zinkovich-2026-sparta-evaluating-reasoning-segmentation-robustness/)** *(2026)* The paper examines how reasoning segmentation models react when users phrase the same request differently. ## Co-authors here 5 co-authors with a page, the most papers together first. - [Andrey Kuznetsov](https://md.research.elamur.ai/free/en/authors/andrey-kuznetsov/) ×2 - [Daria Pugacheva](https://md.research.elamur.ai/free/en/authors/daria-pugacheva/) ×2 - [Denis Shepelev](https://md.research.elamur.ai/free/en/authors/denis-shepelev/) ×2 - [Elena Tutubalina](https://md.research.elamur.ai/free/en/authors/elena-tutubalina/) ×2 - [Vlad Shakhuro](https://md.research.elamur.ai/free/en/authors/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)](https://md.research.elamur.ai/free/en/venues/eacl/) ×2: [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) ×2 Updated 1 November 2026