--- title: "Qian Huang · Tongji University — author profile and papers" description: "Qian Huang, Tongji University: 3 papers on Elamur Research (2023), h-index 16 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/qian-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qian-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qian Huang # Qian Huang Qian Huang has 3 papers in our library, in 2023, 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/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Jure Leskovec](https://md.research.elamur.ai/free/en/authors/jure-leskovec/), [Eduardo Pontes Reis](https://md.research.elamur.ai/free/en/authors/eduardo-pontes-reis/), [Eric Zelikman](https://md.research.elamur.ai/free/en/authors/eric-zelikman/). 3 papers in our library · 2023 [OpenAlex](https://openalex.org/A5101856573) · [ORCID](https://orcid.org/0000-0001-9658-4714) · [**h-index 16**](https://openalex.org/authors/A5101856573) · [122 works](https://openalex.org/works?filter=author.id:A5101856573) · [751 citations](https://openalex.org/works?filter=author.id:A5101856573&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/qian-huang/#papers) · [🔗 Cited 1,126 times in our library](https://md.research.elamur.ai/free/en/authors/qian-huang/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5394](https://md.research.elamur.ai/free/en/paper-stars/page/54/#star-5394) 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=Qian+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qian+Huang) · [dblp](https://dblp.org/search?q=Qian+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Qian+Huang) ## Affiliations [🎓**Singapore University of Technology and Design** Singapore · Singapore 2023–2026 · 14 papers*current*](https://md.research.elamur.ai/free/en/universities/singapore-university-of-technology-and-design/) · [🔬**Lee Kuan Yew Centre for Innovative Cities** Singapore · Singapore 2023–2026 · 10 papersEmployment · Research Fellow, Lee Kuan Yew Centre for Innovative Cities*current*](https://ror.org/03tgchp71) · [🎓**Wuhan Conservatory of Music** Wuhan · China 2021–2026 · 4 papers*current*](https://ror.org/04t9p9g29) · [🎓**Tongji University** Shanghai · China 2023–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**South Central Minzu University** Wuhan · China 2024–2026 · 2 papers*current*](https://ror.org/03d7sax13) · [🎓**Minzu University of China** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/minzu-university-of-china/) · [🎓**Dezhou University** Dezhou · China 2009–2012 · 6 papers](https://ror.org/05mnjs436) · [🎓**Chengdu University of Technology** Chengdu · China 2022–2025 · 4 papers](https://ror.org/05pejbw21) · [🎓**Shanghai University** Shanghai · China 2002–2025 · 3 papers](https://md.research.elamur.ai/free/en/universities/shanghai-university/) · [🎓**University of Hong Kong** Pok Fu Lam · China 2020–2022 · 3 papersEducation · EdD, Faculty of Education](https://md.research.elamur.ai/free/en/universities/university-of-hong-kong/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 40 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) 🧭 Topics 3 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [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 [**2023** 3 papers](https://md.research.elamur.ai/free/en/authors/qian-huang/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation](https://md.research.elamur.ai/free/en/papers/huang-2023-mlagentbench-evaluating-language-agents/)** *(2023 · 147 citations)* MLAgentBench asks whether agents built on large language models can run machine learning experiments on their own: design an approach, write and execute code, read the results, and iterate. 2. **[Med-Flamingo: a Multimodal Medical Few-shot Learner](https://md.research.elamur.ai/free/en/papers/moor-2023-med-flamingo-multimodal-medical-few/)** *(2023 · 116 citations)* Medical vision-language models usually need fine-tuning on large labeled downstream sets, but clinical data for many tasks is scarce. 3. **[Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions](https://md.research.elamur.ai/free/en/papers/zelikman-2023-parsel-algorithmic-reasoning-language-models/)** *(2023 · 56 citations)* Large language models that write code tend to break down on long, multi-step tasks, because a single wrong token can ruin an entire program. ## 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. **[Holistic Evaluation of Language Models ↗](https://arxiv.org/abs/2211.09110) arXiv:2211.09110 · Published in Transactions on Machine Learning Research (TMLR), 2023 · no summary yet**Percy Liang et al.*2022 · 1,001 citations* 2. [**MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation arXiv:2310.03302**Qian Huang, Jian Vora, Percy Liang, et al.*2023 · 147 citations*](https://md.research.elamur.ai/free/en/papers/huang-2023-mlagentbench-evaluating-language-agents/) 3. [**Med-Flamingo: a Multimodal Medical Few-shot Learner arXiv:2307.15189**Michael Moor, Qian Huang, Shirley Wu, et al.*2023 · 116 citations*](https://md.research.elamur.ai/free/en/papers/moor-2023-med-flamingo-multimodal-medical-few/) 4. **[Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions](https://md.research.elamur.ai/free/en/papers/zelikman-2023-parsel-algorithmic-reasoning-language-models/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Eric Zelikman, Qian Huang, Gabriel Poesia, et al.*2023 · 56 citations* 5. **[Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness ↗](https://arxiv.org/abs/2306.10015) arXiv (Cornell University) · no summary yet**Eric Zelikman et al.*2023 · 3 citations* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Jure Leskovec](https://md.research.elamur.ai/free/en/authors/jure-leskovec/) ×2 - [Eduardo Pontes Reis](https://md.research.elamur.ai/free/en/authors/eduardo-pontes-reis/) - [Eric Zelikman](https://md.research.elamur.ai/free/en/authors/eric-zelikman/) - [Gabriel Poesia](https://md.research.elamur.ai/free/en/authors/gabriel-poesia/) - [Michael Moor](https://md.research.elamur.ai/free/en/authors/michael-moor/) - [Michihiro Yasunaga](https://md.research.elamur.ai/free/en/authors/michihiro-yasunaga/) - [Noah D. Goodman](https://md.research.elamur.ai/free/en/authors/noah-d-goodman/) - [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/) - [Pranav Rajpurkar](https://md.research.elamur.ai/free/en/authors/pranav-rajpurkar/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2023](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2023/) ## Cited by Papers of our library cite their works 1,126 times (of the 149,439 papers whose bibliographies we read); [320 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qian-huang/cited-by/). Updated 2 November 2026