--- title: "Krzysztof Choromanski · Google — author profile and papers" description: "Krzysztof Choromanski, Google: 2 papers on Elamur Research (2020–2022), h-index 24 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/krzysztof-choromanski/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/krzysztof-choromanski/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Krzysztof Choromanski # Krzysztof Choromanski Krzysztof Choromanski has 2 papers in our library, in 2020–2022, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Afroz Mohiuddin](https://md.research.elamur.ai/free/en/authors/afroz-mohiuddin/), [Andreea Gane](https://md.research.elamur.ai/free/en/authors/andreea-gane/), [Andy Zeng](https://md.research.elamur.ai/free/en/authors/andy-zeng/). 2 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5031842812) · [ORCID](https://orcid.org/0000-0003-3626-414X) · [**h-index 24**](https://openalex.org/authors/A5031842812) · [175 works](https://openalex.org/works?filter=author.id:A5031842812) · [2,417 citations](https://openalex.org/works?filter=author.id:A5031842812&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/krzysztof-choromanski/#papers) · [🔗 Cited 618 times in our library](https://md.research.elamur.ai/free/en/authors/krzysztof-choromanski/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3161](https://md.research.elamur.ai/free/en/paper-stars/page/32/#star-3161) 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=Krzysztof+Choromanski) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Krzysztof+Choromanski) · [dblp](https://dblp.org/search?q=Krzysztof+Choromanski) · [ACL Anthology](https://aclanthology.org/search/?q=Krzysztof+Choromanski) ## Affiliations [🏢**Google** Mountain View · United States 2014–2026 · 60 papers*current*](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Columbia University** New York · United States 2011–2026 · 33 papers*current*](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🏢**Google DeepMind** London · United Kingdom 2023–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🎓**Courant Institute of Mathematical Sciences** New York · United States 2016 · 2 papers](https://md.research.elamur.ai/free/en/universities/courant-institute-of-mathematical-sciences/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/krzysztof-choromanski/year/2022/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/krzysztof-choromanski/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[Rethinking Attention with Performers](https://md.research.elamur.ai/free/en/papers/choromanski-2020-rethinking-attention-performers/)** *(2020 · 491 citations)* The standard Transformer scales poorly to long sequences: the attention mechanism requires time and memory that grow quadratically with the number of tokens L. 2. **[Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language](https://md.research.elamur.ai/free/en/papers/zeng-2022-socratic-models-composing-zero-shot/)** *(2022 · 302 citations)* Pretrained foundation models pick up different kinds of commonsense depending on their training data. Vision-language models (VLMs) connect text to images, while large language models (LMs) also learn from text-only sources such as code or exam questions. Zeng et al. argue that these differences complement each… ## All works 6 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. [**Rethinking Attention with Performers arXiv:2009.14794**Krzysztof Choromanski, Valerii Likhosherstov, David Dohan, et al.*2020 · 491 citations*](https://md.research.elamur.ai/free/en/papers/choromanski-2020-rethinking-attention-performers/) 2. [**Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language arXiv:2204.00598**Andy Zeng, Maria Attarian, Brian Ichter, et al.*2022 · 302 citations*](https://md.research.elamur.ai/free/en/papers/zeng-2022-socratic-models-composing-zero-shot/) 3. **[Gemini Robotics: Bringing AI into the Physical World ↗](https://arxiv.org/abs/2503.20020) arXiv (Cornell University) · no summary yet**Gemini Robotics Team et al.*2025 · 65 citations* 4. **[MLGO: a Machine Learning Guided Compiler Optimizations Framework ↗](https://arxiv.org/abs/2101.04808) arXiv:2101.04808 · no summary yet**Mircea Trofin et al.*2021 · 42 citations* 5. **[Gemini Robotics 1.5: Pushing the Frontier of Generalist Robots with Advanced Embodied Reasoning, Thinking, and Motion Transfer ↗](https://arxiv.org/abs/2510.03342) arXiv (Cornell University) · no summary yet**Gemini Robotics Team et al.*2025 · 20 citations* 6. **[PolyViT: Co-training Vision Transformers on Images, Videos and Audio ↗](https://arxiv.org/abs/2111.12993) arXiv (Cornell University) · no summary yet**Valerii Likhosherstov et al.*2021 · 10 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Afroz Mohiuddin](https://md.research.elamur.ai/free/en/authors/afroz-mohiuddin/) - [Andreea Gane](https://md.research.elamur.ai/free/en/authors/andreea-gane/) - [Andy Zeng](https://md.research.elamur.ai/free/en/authors/andy-zeng/) - [Brian Ichter](https://md.research.elamur.ai/free/en/authors/brian-ichter/) - [David Belanger](https://md.research.elamur.ai/free/en/authors/david-belanger/) - [David Dohan](https://md.research.elamur.ai/free/en/authors/david-dohan/) - [Lukasz Kaiser](https://md.research.elamur.ai/free/en/authors/lukasz-kaiser/) - [Michael S. Ryoo](https://md.research.elamur.ai/free/en/authors/michael-s-ryoo/) - [Peter Hawkins](https://md.research.elamur.ai/free/en/authors/peter-hawkins/) ## Cited by Papers of our library cite their works 618 times (of the 149,439 papers whose bibliographies we read); [112 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/krzysztof-choromanski/cited-by/). Updated 2 November 2026