--- title: "Mahmoud Khademi — author profile and papers in our library" description: "Mahmoud Khademi, Queen's University: 2 papers on Elamur Research (2017–2025), h-index 12 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/mahmoud-khademi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mahmoud-khademi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mahmoud Khademi # Mahmoud Khademi Mahmoud Khademi has 2 papers in our library, in 2017–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Dongdong Zhang](https://md.research.elamur.ai/free/en/authors/dongdong-zhang/), [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/), [Hany Awadalla](https://md.research.elamur.ai/free/en/authors/hany-awadalla/). 2 papers in our library · 2017–2025 [OpenAlex](https://openalex.org/A5083231748) · [ORCID](https://orcid.org/0000-0001-7523-1741) · [Wikidata](https://www.wikidata.org/wiki/Q88996742) · [**h-index 12**](https://openalex.org/authors/A5083231748) · [42 works](https://openalex.org/works?filter=author.id:A5083231748) · [542 citations](https://openalex.org/works?filter=author.id:A5083231748&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mahmoud-khademi/#papers) · [🔗 Cited 270 times in our library](https://md.research.elamur.ai/free/en/authors/mahmoud-khademi/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7111](https://md.research.elamur.ai/free/en/paper-stars/page/72/#star-7111) 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=Mahmoud+Khademi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mahmoud+Khademi) · [dblp](https://dblp.org/search?q=Mahmoud+Khademi) · [ACL Anthology](https://aclanthology.org/search/?q=Mahmoud+Khademi) ## Affiliations [🎓**Queen's University** Kingston · Canada 2015–2026 · 2 papersEducation since 2015 · PhD, Chemical EngineeringEmployment · Senior Research Engineer, Department of Chemical Engineering*current*](https://md.research.elamur.ai/free/en/universities/queen-s-university/) · [🏢**Microsoft** Redmond · United States 2023–2025 · 9 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Simon Fraser University** Burnaby · Canada 2017–2020 · 5 papers](https://md.research.elamur.ai/free/en/universities/simon-fraser-university/) · [🎓**Sharif University of Technology** Tehran · Iran 2008–2013 · 4 papers](https://md.research.elamur.ai/free/en/universities/sharif-university-of-technology/) · [🎓**McMaster University** Hamilton · Canada 2014–2015 · 3 papers](https://md.research.elamur.ai/free/en/universities/mcmaster-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 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/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [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 2 Research subjects and languages the work is about.[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 [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/mahmoud-khademi/year/2025/) ### 2010s [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/mahmoud-khademi/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Learning to Represent Programs with Graphs](https://md.research.elamur.ai/free/en/papers/allamanis-2017-learning-represent-programs-graphs/)** *(2017 · 127 citations)* The authors argue that most neural networks for code analysis treat code like ordinary text, either as a sequence of tokens or as a syntax tree. 2. **[Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective](https://md.research.elamur.ai/free/en/papers/yu-2025-chain-reasoning-unified-mathematical-reasoning/)** *(2025 · 23 citations)* Current LLM math solvers are usually tuned for a single reasoning style. Some use natural-language chains of thought, others use executable code, and others use formal proofs. As a result, a model strong at arithmetic word problems often fails at theorem proving, and the reverse. The authors propose… ## All works 4 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. [**Learning to Represent Programs with Graphs arXiv:1711.00740**Miltiadis Allamanis, Marc Brockschmidt, Mahmoud Khademi*2017 · 127 citations*](https://md.research.elamur.ai/free/en/papers/allamanis-2017-learning-represent-programs-graphs/) 2. **[Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation ↗](https://doi.org/10.1038/s41467-025-58344-x) arXiv:2403.08002 · Nature Communications volume 16, Article number: 3108 (2025) · no summary yet**Juan Manuel Zambrano Chaves et al.*2024 · 57 citations* 3. **[CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation ↗](https://doi.org/10.1109/cvpr52733.2024.02589) 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**Zineng Tang et al.*2024 · 34 citations* 4. **[Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective](https://md.research.elamur.ai/free/en/papers/yu-2025-chain-reasoning-unified-mathematical-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, et al.*2025 · 23 citations* ## Co-authors here 12 co-authors with a page, the most papers together first. - [Dongdong Zhang](https://md.research.elamur.ai/free/en/authors/dongdong-zhang/) - [Furu Wei](https://md.research.elamur.ai/free/en/authors/furu-wei/) - [Hany Awadalla](https://md.research.elamur.ai/free/en/authors/hany-awadalla/) - [Hengyuan Zhang](https://md.research.elamur.ai/free/en/authors/hengyuan-zhang/) - [Junjie Wang](https://md.research.elamur.ai/free/en/authors/junjie-wang/) - [Marc Brockschmidt](https://md.research.elamur.ai/free/en/authors/marc-brockschmidt/) - [Miltiadis Allamanis](https://md.research.elamur.ai/free/en/authors/miltiadis-allamanis/) - [Xiao Liang](https://md.research.elamur.ai/free/en/authors/xiao-liang/) - [Xingxing Zhang](https://md.research.elamur.ai/free/en/authors/xingxing-zhang/) - [Yiyao Yu](https://md.research.elamur.ai/free/en/authors/yiyao-yu/) - [Yujiu Yang](https://md.research.elamur.ai/free/en/authors/yujiu-yang/) - [Yuxiang Zhang](https://md.research.elamur.ai/free/en/authors/yuxiang-zhang/) ## 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 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 270 times (of the 149,439 papers whose bibliographies we read); [71 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mahmoud-khademi/cited-by/). Updated 2 November 2026