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Zhi Huang

Zhi Huang has 3 papers in our library, in 2024, most of them on Language models & pretraining; often with Sheng Liu, Haley Lepp, Hancheng Cao.

3 papers in our library · 2024

OpenAlex · ORCID · Wikidata · h-index 27 · 136 works · 4,200 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 216 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #5510

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓University of PennsylvaniaPhiladelphia · United States2024–2026 · 20 papersEmployment 2024 · Instructor, Pathology and Laboratory MedicineEmployment since 2025 · Assistant Professor, Pathology and Laboratory Medicinecurrent🎓Purdue University West LafayetteWest Lafayette · United States2018–2023 · 34 papersEducation until 2021🎓Stanford UniversityStanford · United States2021–2025 · 17 papersEmployment 2021–2024 · Postdoctoral fellow, Department of Biomedical Data Science🎓Indiana University – Purdue University IndianapolisIndpls · United States2016–2023 · 12 papersEducation until 2016🎓Indiana University School of MedicineIndianapolis2019–2021 · 7 papers🏥Stanford MedicineStanford · United States2022–2024 · 6 papers🎓Purdue University in IndianapolisIndianapolis · United States2016–2021 · 4 papers🎓Indiana University IndianapolisIndianapolis · United States2019–2021 · 3 papers
🏛️Purdue UniversityWest Lafayette · United States2017–2021Education 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 10The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksArtificial Intelligence · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workSafety Research · 1 workSocial Sciences · 1 workHistory and Philosophy of Science · 1 workInformation Systems and Management · 1 workStatistics, Probability and Uncertainty · 1 work

🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work

 Works by year

2020s

20243 papers

 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 (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 (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 (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 ReviewsarXiv:2403.07183Weixin Liang, Zachary Izzo, Yaohui Zhang, et al.2024 · 119 citations
  2. Optimizing generative AI by backpropagating language model feedback ↗Nature · no summary yetMert Yüksekgönül et al.2025 · 115 citations
  3. TextGrad: Automatic "Differentiation" via TextarXiv:2406.07496Mert Yuksekgonul, Federico Bianchi, Joseph Boen, et al.2024 · 96 citations
  4. Mapping the Increasing Use of LLMs in Scientific PapersarXiv:2404.01268Weixin Liang, Yaohui Zhang, Zhengxuan Wu, et al.2024 · 89 citations
  5. Quantifying large language model usage in scientific papers ↗Nature Human Behaviour · no summary yetWeixin Liang et al.2025 · 81 citations

 Co-authors here

12 of 18 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

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