--- title: "Oleksii Hrinchuk — author profile and papers in our library" description: "Oleksii Hrinchuk, Nvidia: 2 papers on Elamur Research (2019–2026), h-index 11 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/oleksii-hrinchuk/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/oleksii-hrinchuk/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Oleksii Hrinchuk # Oleksii Hrinchuk Oleksii Hrinchuk has 2 papers in our library, in 2019–2026, most of them on [Machine translation](https://md.research.elamur.ai/free/en/topics/machine-translation/); often with [Boris Ginsburg](https://md.research.elamur.ai/free/en/authors/boris-ginsburg/), [Vitaly Lavrukhin](https://md.research.elamur.ai/free/en/authors/vitaly-lavrukhin/), [Brian Yan](https://md.research.elamur.ai/free/en/authors/brian-yan/). 2 papers in our library · 2019–2026 [OpenAlex](https://openalex.org/A5088392468) · [**h-index 11**](https://openalex.org/authors/A5088392468) · [38 works](https://openalex.org/works?filter=author.id:A5088392468) · [772 citations](https://openalex.org/works?filter=author.id:A5088392468&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/#papers) · [🔗 Cited 140 times in our library](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6017](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6017) 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=Oleksii+Hrinchuk) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Oleksii+Hrinchuk) · [dblp](https://dblp.org/search?q=Oleksii+Hrinchuk) · [ACL Anthology](https://aclanthology.org/search/?q=Oleksii+Hrinchuk) ## Affiliations [🏢**Nvidia** Santa Clara · United States 2021–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/companies/nvidia/) · [🏢**Nvidia** Reading · United Kingdom 2021–2026 · 11 papers*current*](https://md.research.elamur.ai/free/en/companies/nvidia-united-kingdom/) · [🎓**Skolkovo Institute of Science and Technology** Skolkovo · Russia 2018–2020 · 4 papers](https://md.research.elamur.ai/free/en/universities/skolkovo-institute-of-science-and-technology/) · [🎓**Moscow Institute of Physics and Technology** Dolgoprudny · Russia 2020 · 2 papers](https://md.research.elamur.ai/free/en/universities/moscow-institute-of-physics-and-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) 🧭 Topics 1 Research subjects and languages the work is about.[Machine translation · 1 work](https://md.research.elamur.ai/free/en/topics/machine-translation/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/year/2026/) ### 2010s [**2019** 1 paper](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/year/2019/) ## Papers The most cited first (OpenAlex and our library). 1. **[NeMo: a toolkit for building AI applications using Neural Modules](https://md.research.elamur.ai/free/en/papers/kuchaiev-2019-nemo-toolkit-building-ai-applications/)** *(2019 · 244 citations)* Deep learning code is usually built around raw tensors whose axes have no declared meaning. Architecture, training logic and infrastructure also tend to end up tangled in one script, so combining components from different authors is fragile and requires debugging. The authors present NeMo, an open-source Python… 2. **[Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech](https://md.research.elamur.ai/free/en/papers/ouyang-2026-hierarchical-policy-optimization-simultaneous-translation/)** *(2026)* Simultaneous speech translation (SST) systems built on LLMs can handle unbounded, hours-long audio efficiently when framed as a multi-turn dialogue that reuses the KV cache. ## 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. [**NeMo: a toolkit for building AI applications using Neural Modules arXiv:1909.09577**Oleksii Kuchaiev, Jason Li, Huyen Nguyen, et al.*2019 · 244 citations*](https://md.research.elamur.ai/free/en/papers/kuchaiev-2019-nemo-toolkit-building-ai-applications/) 2. **[Nvidia-Nemo's WMT 2025 Metrics Shared Task Submission ↗](https://aclanthology.org/2025.wmt-1.66/) Proceedings of the Tenth Conference on Machine Translation · no summary yet**Brian Yan et al.*2025 · 1 citation* 3. **[Hierarchical Policy Optimization for Simultaneous Translation of Unbounded Speech](https://md.research.elamur.ai/free/en/papers/ouyang-2026-hierarchical-policy-optimization-simultaneous-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Siqi Ouyang, Shuoyang Ding, Oleksii Hrinchuk, et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Boris Ginsburg](https://md.research.elamur.ai/free/en/authors/boris-ginsburg/) ×2 - [Vitaly Lavrukhin](https://md.research.elamur.ai/free/en/authors/vitaly-lavrukhin/) ×2 - [Brian Yan](https://md.research.elamur.ai/free/en/authors/brian-yan/) - [Huyen Nguyen](https://md.research.elamur.ai/free/en/authors/huyen-nguyen/) - [Lei Li](https://md.research.elamur.ai/free/en/authors/lei-li/) - [Oleksii Kuchaiev](https://md.research.elamur.ai/free/en/authors/oleksii-kuchaiev/) - [Samuel Kriman](https://md.research.elamur.ai/free/en/authors/samuel-kriman/) - [Shuoyang Ding](https://md.research.elamur.ai/free/en/authors/shuoyang-ding/) - [Siqi Ouyang](https://md.research.elamur.ai/free/en/authors/siqi-ouyang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - Proceedings of the Tenth Conference on Machine Translation ## Cited by Papers of our library cite their works 140 times (of the 149,439 papers whose bibliographies we read); [25 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/oleksii-hrinchuk/cited-by/). Updated 2 November 2026