--- title: "Xinyi He — author profile and papers — Elamur Research" description: "Xinyi He, Harbin Institute of Technology: 2 papers on Elamur Research (2023–2025), h-index 8 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/xinyi-he/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xinyi-he/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xinyi He # Xinyi He Xinyi He has 2 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Mengyu Zhou](https://md.research.elamur.ai/free/en/authors/mengyu-zhou/), [Shi Han](https://md.research.elamur.ai/free/en/authors/shi-han/), [Dongmei Zhang](https://md.research.elamur.ai/free/en/authors/dongmei-zhang/). 2 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5100432149) · [ORCID](https://orcid.org/0000-0001-8557-0464) · [**h-index 8**](https://openalex.org/authors/A5100432149) · [57 works](https://openalex.org/works?filter=author.id:A5100432149) · [296 citations](https://openalex.org/works?filter=author.id:A5100432149&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/xinyi-he/#papers) · [🔗 Cited 65 times in our library](https://md.research.elamur.ai/free/en/authors/xinyi-he/cited-by/) · [⭐ Paper Stars ranking: #8283](https://md.research.elamur.ai/free/en/paper-stars/page/83/#star-8283) 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=Xinyi+He) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xinyi+He) · [dblp](https://dblp.org/search?q=Xinyi+He) · [ACL Anthology](https://aclanthology.org/search/?q=Xinyi+He) ## Affiliations [🏢**Guizhou Power Grid Co., Ltd.** Guiyang · China 2022–2026 · 8 papers*current*](https://ror.org/04n5vvh78) · [🎓**Southeast University** Nanjing · China 2019–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/universities/southeast-university-cn/) · [🎓**Harbin Institute of Technology** Harbin · China 2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🏢**State Grid Zhejiang Electric Power Company** Hangzhou · China 2022–2024 · 3 papers](https://ror.org/011kx0q31) · [🎓**Xi'an Jiaotong University** Xi'an · China 2022 · 3 papers](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) · [🎓**Beijing Institute of Technology** Beijing · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🎓**Hebei University of Science and Technology** Shijiazhuang · China 2023–2025 · 2 papers](https://ror.org/05h3pkk68) · [🎓**Xi’an University of Posts and Telecommunications** Xi'an · China 2024–2025 · 2 papers](https://ror.org/04jn0td46) · [🎓**Jiangnan University** Wuxi · China 2022–2024 · 2 papers](https://ror.org/04mkzax54) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 19 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 5 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xinyi-he/year/2025/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/xinyi-he/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking](https://md.research.elamur.ai/free/en/papers/guo-2023-gpt4graph-large-language-models-understand/)** *(2023 · 75 citations)* Large language models perform well on text, but it is unclear how well they handle graphs, which are central to social network analysis, chemistry, recommendation and knowledge bases. 2. **[TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models](https://md.research.elamur.ai/free/en/papers/he-2025-tablelora-low-rank-adaptation-table/)** *(2025 · 8 citations)* Large language models often misread tables when tuned with parameter-efficient methods such as LoRA. Flattening a grid into a token sequence hides which cells share a row or column, and nested headers become hard to interpret. TableLoRA is a PEFT-compatible module that addresses these problems with two components: ## Co-authors here 6 co-authors with a page, the most papers together first. - [Mengyu Zhou](https://md.research.elamur.ai/free/en/authors/mengyu-zhou/) ×2 - [Shi Han](https://md.research.elamur.ai/free/en/authors/shi-han/) ×2 - [Dongmei Zhang](https://md.research.elamur.ai/free/en/authors/dongmei-zhang/) - [Haoyu Dong](https://md.research.elamur.ai/free/en/authors/haoyu-dong/) - [Jiayan Guo](https://md.research.elamur.ai/free/en/authors/jiayan-guo/) - [Lun Du](https://md.research.elamur.ai/free/en/authors/lun-du/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 65 times (of the 149,439 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xinyi-he/cited-by/). Updated 2 November 2026