--- title: "Aran Komatsuzaki — author profile and papers in our library" description: "Aran Komatsuzaki, Georgia Institute of Technology: 3 papers on Elamur Research (2021–2023), h-index 4 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/aran-komatsuzaki/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/aran-komatsuzaki/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Aran Komatsuzaki # Aran Komatsuzaki Aran Komatsuzaki has 3 papers in our library, in 2021–2023, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Aarush Katta](https://md.research.elamur.ai/free/en/authors/aarush-katta/), [Basil Mustafa](https://md.research.elamur.ai/free/en/authors/basil-mustafa/), [Christoph Schuhmann](https://md.research.elamur.ai/free/en/authors/christoph-schuhmann/). 3 papers in our library · 2021–2023 [OpenAlex](https://openalex.org/A5029192838) · [**h-index 4**](https://openalex.org/authors/A5029192838) · [6 works](https://openalex.org/works?filter=author.id:A5029192838) · [408 citations](https://openalex.org/works?filter=author.id:A5029192838&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/#papers) · [🔗 Cited 343 times in our library](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/cited-by/) · [⭐ Paper Stars ranking: #3355](https://md.research.elamur.ai/free/en/paper-stars/page/34/#star-3355) 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=Aran+Komatsuzaki) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Aran+Komatsuzaki) · [dblp](https://dblp.org/search?q=Aran+Komatsuzaki) · [ACL Anthology](https://aclanthology.org/search/?q=Aran+Komatsuzaki) ## Affiliations [🎓**Georgia Institute of Technology** Atlanta · United States 2018–2023 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) 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).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/year/2023/) · [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/year/2022/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs](https://md.research.elamur.ai/free/en/papers/schuhmann-2021-laion-400m-open-dataset-clip/)** *(2021 · 563 citations)* Large language-vision models such as CLIP and DALL-E depend on hundreds of millions of image-caption pairs. 2. **[Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints](https://md.research.elamur.ai/free/en/papers/komatsuzaki-2022-sparse-upcycling-training-mixture-experts/)** *(2022 · 98 citations)* Training large neural networks from random initialization is very expensive, so most practitioners keep reusing a small set of dense models. 3. **[ARB: Advanced Reasoning Benchmark for Large Language Models](https://md.research.elamur.ai/free/en/papers/sawada-2023-arb-advanced-reasoning-benchmark-large/)** *(2023 · 66 citations)* Many popular LLM benchmarks are saturating. Models like GPT-4 now score highly on them even though they still lack expert-level competence. ARB (Advanced Reasoning Benchmark) offers a harder test built from graduate-level and professional problems in mathematics, physics, chemistry, biology and law. The sources were… ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Aarush Katta](https://md.research.elamur.ai/free/en/authors/aarush-katta/) - [Basil Mustafa](https://md.research.elamur.ai/free/en/authors/basil-mustafa/) - [Christoph Schuhmann](https://md.research.elamur.ai/free/en/authors/christoph-schuhmann/) - [Clayton Mullis](https://md.research.elamur.ai/free/en/authors/clayton-mullis/) - [Daniel Paleka](https://md.research.elamur.ai/free/en/authors/daniel-paleka/) - [James Lee-Thorp](https://md.research.elamur.ai/free/en/authors/james-lee-thorp/) - [Jenia Jitsev](https://md.research.elamur.ai/free/en/authors/jenia-jitsev/) - [Joan Puigcerver](https://md.research.elamur.ai/free/en/authors/joan-puigcerver/) - [John J. Nay](https://md.research.elamur.ai/free/en/authors/john-j-nay/) - [Joshua Ainslie](https://md.research.elamur.ai/free/en/authors/joshua-ainslie/) - [Mostafa Dehghani](https://md.research.elamur.ai/free/en/authors/mostafa-dehghani/) - [Neil Houlsby](https://md.research.elamur.ai/free/en/authors/neil-houlsby/) ## Cited by Papers of our library cite their works 343 times (of the 149,439 papers whose bibliographies we read); [103 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/aran-komatsuzaki/cited-by/). Updated 2 November 2026