--- title: "Mohammad Rastegari — author profile and papers in our library" description: "Mohammad Rastegari: 2 papers on Elamur Research (2016–2024), h-index 27 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/mohammad-rastegari/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mohammad-rastegari/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mohammad Rastegari # Mohammad Rastegari Mohammad Rastegari has 2 papers in our library, in 2016–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Ali Farhadi](https://md.research.elamur.ai/free/en/authors/ali-farhadi/), [Keivan Alizadeh](https://md.research.elamur.ai/free/en/authors/keivan-alizadeh/), [Mehrdad Farajtabar](https://md.research.elamur.ai/free/en/authors/mehrdad-farajtabar/). 2 papers in our library · 2016–2024 [OpenAlex](https://openalex.org/A5056246621) · [ORCID](https://orcid.org/0000-0001-9606-3687) · [**h-index 27**](https://openalex.org/authors/A5056246621) · [85 works](https://openalex.org/works?filter=author.id:A5056246621) · [9,341 citations](https://openalex.org/works?filter=author.id:A5056246621&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mohammad-rastegari/#papers) · [🔗 Cited 692 times in our library](https://md.research.elamur.ai/free/en/authors/mohammad-rastegari/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #762](https://md.research.elamur.ai/free/en/paper-stars/page/8/#star-762) 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=Mohammad+Rastegari) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mohammad+Rastegari) · [dblp](https://dblp.org/search?q=Mohammad+Rastegari) · [ACL Anthology](https://aclanthology.org/search/?q=Mohammad+Rastegari) ## Affiliations [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2016–2023 · 16 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🏢**Apple** Cupertino · United States 2021–2025 · 15 papers](https://md.research.elamur.ai/free/en/companies/apple/) · [🎓**University of Maryland, College Park** College Park · United States 2013–2016 · 9 papers](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**University of Washington** Seattle · United States 2020–2021 · 6 papers](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🔬**Institute for Research in Fundamental Sciences** Tehran · Iran 2008–2010 · 3 papers](https://ror.org/04xreqs31) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [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/) · [Electrical and Electronic Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/electrical-and-electronic-engineering/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/mohammad-rastegari/year/2024/) ### 2010s [**2016** 1 paper](https://md.research.elamur.ai/free/en/authors/mohammad-rastegari/year/2016/) ## Papers The most cited first (OpenAlex and our library). 1. **[XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/rastegari-2016-xnor-net-imagenet-classification-using/)** *(2016 · 4,402 citations)* Modern CNNs demand far more memory and compute than phones or embedded hardware can supply. AlexNet, for example, needs about 249MB and roughly 1.5B high-precision operations per image. The authors propose two binary approximations of standard architectures, trained from scratch rather than compressed after… 2. **[LLM in a flash: Efficient Large Language Model Inference with Limited Memory](https://md.research.elamur.ai/free/en/papers/alizadeh-2024-llm-flash-efficient-large-language/)** *(2024 · 193 citations)* The paper addresses running LLMs whose weights do not fit into a device's DRAM, as on phones and laptops. The authors keep the full model in flash storage and fetch only the parameters needed for each generated token. They build an inference cost model that splits latency into flash I/O, memory management overhead… ## All works 8 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. **[XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/rastegari-2016-xnor-net-imagenet-classification-using/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, et al.*2016 · 4,402 citations* 2. **[OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge ↗](https://doi.org/10.1109/cvpr.2019.00331) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Kenneth Marino et al.*2019 · 1,056 citations* 3. **[ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network ↗](https://doi.org/10.1109/cvpr.2019.00941) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Sachin Mehta et al.*2019 · 575 citations* 4. **[Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning ↗](https://doi.org/10.1109/cvpr.2019.00691) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mitchell Wortsman et al.*2019 · 249 citations* 5. **[LLM in a flash: Efficient Large Language Model Inference with Limited Memory](https://md.research.elamur.ai/free/en/papers/alizadeh-2024-llm-flash-efficient-large-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Keivan Alizadeh, Seyed Iman Mirzadeh, Dmitry Belenko, et al.*2024 · 193 citations* 6. **[G-CNN: An Iterative Grid Based Object Detector ↗](https://doi.org/10.1109/cvpr.2016.260) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mahyar Najibi, Mohammad Rastegari, Larry Steven Davis*2016 · 189 citations* 7. **[LCNN: Lookup-Based Convolutional Neural Network ↗](https://doi.org/10.1109/cvpr.2017.98) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hessam Bagherinezhad, Mohammad Rastegari, Ali Farhadi*2017 · 81 citations* 8. **[Multi-attribute Queries: To Merge or Not to Merge? ↗](https://doi.org/10.1109/cvpr.2013.425) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mohammad Rastegari et al.*2013 · 38 citations* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Ali Farhadi](https://md.research.elamur.ai/free/en/authors/ali-farhadi/) - [Keivan Alizadeh](https://md.research.elamur.ai/free/en/authors/keivan-alizadeh/) - [Mehrdad Farajtabar](https://md.research.elamur.ai/free/en/authors/mehrdad-farajtabar/) - [Minsik Cho](https://md.research.elamur.ai/free/en/authors/minsik-cho/) - [Seyed Iman Mirzadeh](https://md.research.elamur.ai/free/en/authors/seyed-iman-mirzadeh/) - [Vicente Ordonez](https://md.research.elamur.ai/free/en/authors/vicente-ordonez/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×6 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/): [Lecture notes in computer science 2016](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/2016/) ## Cited by Papers of our library cite their works 692 times (of the 149,439 papers whose bibliographies we read); [108 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mohammad-rastegari/cited-by/). Updated 2 November 2026