--- title: "Zhi Huang — author profile and papers — Elamur Research" description: "Zhi Huang, University of Pennsylvania: 3 papers on Elamur Research (2024), h-index 27 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/zhi-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhi-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhi Huang # Zhi Huang Zhi Huang has 3 papers in our library, in 2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Sheng Liu](https://md.research.elamur.ai/free/en/authors/sheng-liu/), [Haley Lepp](https://md.research.elamur.ai/free/en/authors/haley-lepp/), [Hancheng Cao](https://md.research.elamur.ai/free/en/authors/hancheng-cao/). 3 papers in our library · 2024 [OpenAlex](https://openalex.org/A5064652614) · [ORCID](https://orcid.org/0000-0001-6982-8285) · [Wikidata](https://www.wikidata.org/wiki/Q141598242) · [**h-index 27**](https://openalex.org/authors/A5064652614) · [136 works](https://openalex.org/works?filter=author.id:A5064652614) · [4,200 citations](https://openalex.org/works?filter=author.id:A5064652614&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhi-huang/#papers) · [🔗 Cited 216 times in our library](https://md.research.elamur.ai/free/en/authors/zhi-huang/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5510](https://md.research.elamur.ai/free/en/paper-stars/page/56/#star-5510) 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=Zhi+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhi+Huang) · [dblp](https://dblp.org/search?q=Zhi+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Zhi+Huang) ## Affiliations [🎓**University of Pennsylvania** Philadelphia · United States 2024–2026 · 20 papersEmployment 2024 · Instructor, Pathology and Laboratory MedicineEmployment since 2025 · Assistant Professor, Pathology and Laboratory Medicine*current*](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2018–2023 · 34 papersEducation until 2021](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) · [🎓**Stanford University** Stanford · United States 2021–2025 · 17 papersEmployment 2021–2024 · Postdoctoral fellow, Department of Biomedical Data Science](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Indiana University – Purdue University Indianapolis** Indpls · United States 2016–2023 · 12 papersEducation until 2016](https://ror.org/05gxnyn08) · [🎓**Indiana University School of Medicine** Indianapolis 2019–2021 · 7 papers](https://ror.org/02ets8c94) · [🏥**Stanford Medicine** Stanford · United States 2022–2024 · 6 papers](https://md.research.elamur.ai/free/en/hospitals/stanford-medicine/) · [🎓**Purdue University in Indianapolis** Indianapolis · United States 2016–2021 · 4 papers](https://ror.org/0482ksk80) · [🎓**Indiana University Indianapolis** Indianapolis · United States 2019–2021 · 3 papers](https://ror.org/03eftgw80) 🏛️**Purdue University** West Lafayette · [United States](https://md.research.elamur.ai/free/en/countries/united-states/) 2017–2021Education 2017–2021 · Ph.D. student, Electrical and Computer Engineering 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 10 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) · [Statistics, Probability and Uncertainty · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/statistics-probability-and-uncertainty/) 🧭 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** 3 papers](https://md.research.elamur.ai/free/en/authors/zhi-huang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews](https://md.research.elamur.ai/free/en/papers/liang-2024-monitoring-ai-modified-content/)** *(2024 · 119 citations)* Detecting LLM-written text one document at a time is unreliable, and humans perform barely better than chance at it. 2. **[TextGrad: Automatic "Differentiation" via Text](https://md.research.elamur.ai/free/en/papers/yuksekgonul-2024-textgrad-automatic-differentiation-text/)** *(2024 · 96 citations)* Modern AI applications increasingly chain several LLMs with tools such as simulators, solvers, or search engines. 3. **[Mapping the Increasing Use of LLMs in Scientific Papers](https://md.research.elamur.ai/free/en/papers/liang-2024-mapping-increasing-use-llms/)** *(2024 · 89 citations)* Since ChatGPT appeared, many have guessed how often researchers use LLMs to write papers, but there has been no reliable measurement. ## All works 5 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews arXiv:2403.07183**Weixin Liang, Zachary Izzo, Yaohui Zhang, et al.*2024 · 119 citations*](https://md.research.elamur.ai/free/en/papers/liang-2024-monitoring-ai-modified-content/) 2. **[Optimizing generative AI by backpropagating language model feedback ↗](https://doi.org/10.1038/s41586-025-08661-4) Nature · no summary yet**Mert Yüksekgönül et al.*2025 · 115 citations* 3. [**TextGrad: Automatic "Differentiation" via Text arXiv:2406.07496**Mert Yuksekgonul, Federico Bianchi, Joseph Boen, et al.*2024 · 96 citations*](https://md.research.elamur.ai/free/en/papers/yuksekgonul-2024-textgrad-automatic-differentiation-text/) 4. [**Mapping the Increasing Use of LLMs in Scientific Papers arXiv:2404.01268**Weixin Liang, Yaohui Zhang, Zhengxuan Wu, et al.*2024 · 89 citations*](https://md.research.elamur.ai/free/en/papers/liang-2024-mapping-increasing-use-llms/) 5. **[Quantifying large language model usage in scientific papers ↗](https://doi.org/10.1038/s41562-025-02273-8) Nature Human Behaviour · no summary yet**Weixin Liang et al.*2025 · 81 citations* ## Co-authors here 12 of 18 co-authors with a page, the most papers together first. - [Sheng Liu](https://md.research.elamur.ai/free/en/authors/sheng-liu/) ×3 - [Haley Lepp](https://md.research.elamur.ai/free/en/authors/haley-lepp/) ×2 - [Hancheng Cao](https://md.research.elamur.ai/free/en/authors/hancheng-cao/) ×2 - [James Zou](https://md.research.elamur.ai/free/en/authors/james-zou/) ×2 - [Weixin Liang](https://md.research.elamur.ai/free/en/authors/weixin-liang/) ×2 - [Xuandong Zhao](https://md.research.elamur.ai/free/en/authors/xuandong-zhao/) ×2 - [Yaohui Zhang](https://md.research.elamur.ai/free/en/authors/yaohui-zhang/) ×2 - [Carlos Guestrin](https://md.research.elamur.ai/free/en/authors/carlos-guestrin/) - [Christopher E. Potts](https://md.research.elamur.ai/free/en/authors/christopher-e-potts/) - [Daniel A. McFarland](https://md.research.elamur.ai/free/en/authors/daniel-a-mcfarland/) - [Diyi Yang](https://md.research.elamur.ai/free/en/authors/diyi-yang/) - [Federico Bianchi](https://md.research.elamur.ai/free/en/authors/federico-bianchi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Nature - Nature Human Behaviour ## Cited by Papers of our library cite their works 216 times (of the 149,439 papers whose bibliographies we read); [58 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhi-huang/cited-by/). Updated 2 November 2026