--- title: "Jie M. Zhang — author profile and papers — Elamur Research" description: "Jie M. Zhang, King's College London: 2 papers on Elamur Research (2024–2026), h-index 27 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/jie-m-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jie-m-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jie M. Zhang # Jie M. Zhang Jie M. Zhang has 2 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/); often with [Guangtao Zeng](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/), [Helen Yannakoudakis](https://md.research.elamur.ai/free/en/authors/helen-yannakoudakis/), [Jianbo Dai](https://md.research.elamur.ai/free/en/authors/jianbo-dai/). 2 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5088708850) · [ORCID](https://orcid.org/0000-0003-0481-7264) · [Wikidata](https://www.wikidata.org/wiki/Q130803752) · [**h-index 27**](https://openalex.org/authors/A5088708850) · [124 works](https://openalex.org/works?filter=author.id:A5088708850) · [4,645 citations](https://openalex.org/works?filter=author.id:A5088708850&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/#papers) · [🔗 Cited 43 times in our library](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9367](https://md.research.elamur.ai/free/en/paper-stars/page/94/#star-9367) 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=Jie+M.+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jie+M.+Zhang) · [dblp](https://dblp.org/search?q=Jie+M.+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Jie+M.+Zhang) ## Affiliations [🎓**King's College London** London · United Kingdom 2022–2026 · 96 papersEmployment since 2022 · Lecturer, Informatics*current*](https://md.research.elamur.ai/free/en/universities/king-s-college-london/) · [🎓**University College London** London · United Kingdom 2019–2026 · 19 papersEmployment 2019–2022 · Research Fellow, Computer Science](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🎓**Peking University** Beijing · China 2012–2019 · 12 papersEducation 2012–2018 · PhD, Computer Science](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**University of London** London · United Kingdom 2019–2026 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-london/) · [🎓**Nanjing University** Nanjing · China 2011–2012 · 3 papers](https://md.research.elamur.ai/free/en/universities/nanjing-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 6 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/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) 🧭 Topics 2 Research subjects and languages the work is about.[Code & programming languages · 2 works](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/year/2026/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning](https://md.research.elamur.ai/free/en/papers/huang-2024-efficoder-enhancing-code-generation-large/)** *(2024 · 11 citations)* Code-generating LLMs are usually tuned for correctness, but the programs they produce often run slower and use more memory than human-written reference solutions. 2. **[A Study of LLMs' Preferences for Libraries and Programming Languages](https://md.research.elamur.ai/free/en/papers/twist-2026-study-llms-preferences-libraries-programming/)** *(2026 · 5 citations)* The paper examines a rarely evaluated aspect of LLM code generation: which libraries and programming languages a model picks when the prompt leaves that choice open. ## 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. **[Leveraging Automated Unit Tests for Unsupervised Code Translation ↗](https://arxiv.org/abs/2110.06773) arXiv:2110.06773 · no summary yet**Baptiste Roziere et al.*2022 · 40 citations* 2. [**EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning arXiv:2410.10209**Dong Huang, Guangtao Zeng, Jianbo Dai, et al.*2024 · 11 citations*](https://md.research.elamur.ai/free/en/papers/huang-2024-efficoder-enhancing-code-generation-large/) 3. **[A Study of LLMs' Preferences for Libraries and Programming Languages](https://md.research.elamur.ai/free/en/papers/twist-2026-study-llms-preferences-libraries-programming/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Lukas Twist, Mark Harman, Don Syme, et al.*2026 · 5 citations* 4. **[TRACE: Evaluating Execution Efficiency of LLM-Based Code Translation ↗](https://aclanthology.org/2026.acl-long.140/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhihao Gong et al.*2026 · 1 citation* ## Co-authors here 5 co-authors with a page, the most papers together first. - [Guangtao Zeng](https://md.research.elamur.ai/free/en/authors/guangtao-zeng/) - [Helen Yannakoudakis](https://md.research.elamur.ai/free/en/authors/helen-yannakoudakis/) - [Jianbo Dai](https://md.research.elamur.ai/free/en/authors/jianbo-dai/) - [Meng Luo](https://md.research.elamur.ai/free/en/authors/meng-luo/) - [Zhijiang Guo](https://md.research.elamur.ai/free/en/authors/zhijiang-guo/) ## 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/) ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 43 times (of the 149,439 papers whose bibliographies we read); [6 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jie-m-zhang/cited-by/). Updated 1 November 2026