🧑‍🔬 Siyu He

🏛️ Affiliations

🎓Stanford UniversityStanford · United States2023–2026 · 14 papersEmployment since 2023 · Postdoc fellow, Biomedical Data Sciencecurrent🎓Columbia UniversityNew York · United States2018–2025 · 21 papersEmployment 2018–2023 · PhD candidate, Biomedical Engineering🤝Flatiron InstituteNew York · United States2018–2023 · 8 papers🎓Xi'an Jiaotong UniversityXi'an · China2013–2023 · 7 papersEducation 2013–2017 · B.S., Physics🎓Carnegie Mellon UniversityPittsburgh · United States2016–2022 · 6 papers🔬Lawrence Berkeley National LaboratoryBerkeley · United States2018–2019 · 4 papers

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.

📅 Works by year

2020s

📄 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 (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 (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 analysisarXiv:2310.01783Weixin Liang, Yuhui Zhang, Hancheng Cao, et al.2023 · 332 citations
2. Mapping the Increasing Use of LLMs in Scientific PapersarXiv:2404.01268Weixin Liang, Yaohui Zhang, Zhengxuan Wu, et al.2024 · 89 citations
3. Quantifying large language model usage in scientific papers ↗Nature Human Behaviour · no summary yetWeixin Liang et al.2025 · 81 citations
4. Starfysh integrates spatial transcriptomic and histologic data to reveal heterogeneous tumor–immune hubs ↗Nature Biotechnology · no summary yetSiyu He et al.2024 · 67 citations
5. Starfysh reveals heterogeneous spatial dynamics in the breast tumor microenvironment ↗bioRxiv (Cold Spring Harbor Laboratory) · no summary yetSiyu He et al.2022 · 7 citations
6. azizilab/starfysh: STARFYSH ↗Zenodo (CERN European Organization for Nuclear Research) · no summary yetSiyu He et al.2022 · 1 citation

🤝 Co-authors here

12 of 14 co-authors with a page, the most papers together first.

• Hancheng Cao ×2
• Weixin Liang ×2
• Christopher E. Potts
• Daniel A. McFarland
• Diyi Yang
• Haley Lepp
• James Zou
• Sheng Liu
• Xinyu Yang
• Xuandong Zhao
• Yaohui Zhang
• 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 →.

Updated 2 November 2026

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