--- title: "Siyu He · Stanford University — author profile and papers" description: "Siyu He, Stanford University: 2 papers on Elamur Research (2023–2024), h-index 39 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/siyu-he/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/siyu-he/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Siyu He # Siyu He Siyu He has 2 papers in our library, in 2023–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Hancheng Cao](https://md.research.elamur.ai/free/en/authors/hancheng-cao/), [Weixin Liang](https://md.research.elamur.ai/free/en/authors/weixin-liang/), [Christopher E. Potts](https://md.research.elamur.ai/free/en/authors/christopher-e-potts/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5102733250) · [ORCID](https://orcid.org/0000-0001-7187-3034) · [**h-index 39**](https://openalex.org/authors/A5102733250) · [164 works](https://openalex.org/works?filter=author.id:A5102733250) · [4,792 citations](https://openalex.org/works?filter=author.id:A5102733250&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/siyu-he/#papers) · [🔗 Cited 139 times in our library](https://md.research.elamur.ai/free/en/authors/siyu-he/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #4706](https://md.research.elamur.ai/free/en/paper-stars/page/48/#star-4706) 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=Siyu+He) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Siyu+He) · [dblp](https://dblp.org/search?q=Siyu+He) · [ACL Anthology](https://aclanthology.org/search/?q=Siyu+He) ## Affiliations [🎓**Stanford University** Stanford · United States 2023–2026 · 14 papersEmployment since 2023 · Postdoc fellow, Biomedical Data Science*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Columbia University** New York · United States 2018–2025 · 21 papersEmployment 2018–2023 · PhD candidate, Biomedical Engineering](https://md.research.elamur.ai/free/en/universities/columbia-university/) · [🤝**Flatiron Institute** New York · United States 2018–2023 · 8 papers](https://ror.org/00sekdz59) · [🎓**Xi'an Jiaotong University** Xi'an · China 2013–2023 · 7 papersEducation 2013–2017 · B.S., Physics](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2016–2022 · 6 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🔬**Lawrence Berkeley National Laboratory** Berkeley · United States 2018–2019 · 4 papers](https://md.research.elamur.ai/free/en/labs/lawrence-berkeley-national-laboratory/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 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 8 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/) · [Decision Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [History and Philosophy of Science · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Statistics, Probability and Uncertainty · 2 works](https://md.research.elamur.ai/free/en/shelves/decision-sciences/statistics-probability-and-uncertainty/) · [Computer Science · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems and Management · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/information-systems-and-management/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/siyu-he/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/siyu-he/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Can large language models provide useful feedback on research papers? A large-scale empirical analysis](https://md.research.elamur.ai/free/en/papers/liang-2023-large-language-models-provide/)** *(2023 · 332 citations)* Rising submission volumes make it harder to get timely, high-quality critique of manuscripts. ICLR submissions, for example, grew from 960 in 2018 to 4,966 in 2023. Junior and under-resourced researchers are hit hardest. The authors test whether GPT-4 can supply useful reviewer-style comments. Their pipeline parses a… 2. **[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 6 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. [**Can large language models provide useful feedback on research papers? A large-scale empirical analysis arXiv:2310.01783**Weixin Liang, Yuhui Zhang, Hancheng Cao, et al.*2023 · 332 citations*](https://md.research.elamur.ai/free/en/papers/liang-2023-large-language-models-provide/) 2. [**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/) 3. **[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* 4. **[Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor–immune hubs ↗](https://doi.org/10.1038/s41587-024-02173-8) Nature Biotechnology · no summary yet**Siyu He et al.*2024 · 67 citations* 5. **[Starfysh reveals heterogeneous spatial dynamics in the breast tumor microenvironment ↗](https://doi.org/10.1101/2022.11.21.517420) bioRxiv (Cold Spring Harbor Laboratory) · no summary yet**Siyu He et al.*2022 · 7 citations* 6. **[azizilab/starfysh: STARFYSH ↗](https://doi.org/10.5281/zenodo.7342797) Zenodo (CERN European Organization for Nuclear Research) · no summary yet**Siyu He et al.*2022 · 1 citation* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Hancheng Cao](https://md.research.elamur.ai/free/en/authors/hancheng-cao/) ×2 - [Weixin Liang](https://md.research.elamur.ai/free/en/authors/weixin-liang/) ×2 - [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/) - [Haley Lepp](https://md.research.elamur.ai/free/en/authors/haley-lepp/) - [James Zou](https://md.research.elamur.ai/free/en/authors/james-zou/) - [Sheng Liu](https://md.research.elamur.ai/free/en/authors/sheng-liu/) - [Xinyu Yang](https://md.research.elamur.ai/free/en/authors/xinyu-yang/) - [Xuandong Zhao](https://md.research.elamur.ai/free/en/authors/xuandong-zhao/) - [Yaohui Zhang](https://md.research.elamur.ai/free/en/authors/yaohui-zhang/) - [Yuhui Zhang](https://md.research.elamur.ai/free/en/authors/yuhui-zhang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - Nature Biotechnology - Nature Human Behaviour - Zenodo (CERN European Organization for Nuclear Research) - bioRxiv (Cold Spring Harbor Laboratory) ## Cited by Papers of our library cite their works 139 times (of the 149,439 papers whose bibliographies we read); [37 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/siyu-he/cited-by/). Updated 2 November 2026