--- title: "Runze Liu · Zhengzhou University — author profile and papers" description: "Runze Liu, Zhengzhou University: 2 papers on Elamur Research (2025), h-index 11 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/runze-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/runze-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Runze Liu # Runze Liu Runze Liu has 2 papers in our library, in 2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/), [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/), [Junqi Gao](https://md.research.elamur.ai/free/en/authors/junqi-gao/). 2 papers in our library · 2025 [OpenAlex](https://openalex.org/A5101743923) · [ORCID](https://orcid.org/0000-0002-3052-3481) · [**h-index 11**](https://openalex.org/authors/A5101743923) · [24 works](https://openalex.org/works?filter=author.id:A5101743923) · [367 citations](https://openalex.org/works?filter=author.id:A5101743923&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/runze-liu/#papers) · [🔗 Cited 46 times in our library](https://md.research.elamur.ai/free/en/authors/runze-liu/cited-by/) · [⭐ Paper Stars ranking: #7803](https://md.research.elamur.ai/free/en/paper-stars/page/79/#star-7803) 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=Runze+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Runze+Liu) · [dblp](https://dblp.org/search?q=Runze+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Runze+Liu) ## Affiliations [🏥**Henan Provincial People's Hospital** Zhengzhou · China 2021–2025 · 8 papers*current*](https://ror.org/03f72zw41) · [🎓**Zhengzhou University** Zhengzhou · China 2021–2025 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/zhengzhou-university/) · [🎓**Shandong First Medical University** Jinan · China 2025 · 1 paper*current*](https://ror.org/05jb9pq57) · [🏥**Shandong Tumor Hospital** Jinan · China 2025 · 1 paper*current*](https://ror.org/01413r497) · [🔬**Shanghai Artificial Intelligence Laboratory** Shanghai · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/labs/shanghai-artificial-intelligence-laboratory/) · [🎓**Tsinghua University** Beijing · China 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2018–2024 · 8 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Technical Institute of Physics and Chemistry** Beijing · China 2018–2021 · 7 papers](https://ror.org/04akaak77) · [🎓**Henan University** Kaifeng · China 2021–2022 · 4 papers](https://ror.org/003xyzq10) · [🎓**Masaryk University** Brno · Czechia 2021–2023 · 2 papers](https://md.research.elamur.ai/free/en/universities/masaryk-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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).[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/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [General Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/general-social-sciences/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) 🧭 Topics 1 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Scaling laws · 1 work](https://md.research.elamur.ai/free/en/concepts/scaling-laws/) ## Works by year ### 2020s [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/runze-liu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling](https://md.research.elamur.ai/free/en/papers/liu-2025-1b-llm-surpass-405b-llm/)** *(2025 · 41 citations)* The paper asks how extra inference-time computation should be spent and whether small models can beat much larger ones when it is spent well. 2. **[ReviewRL: Towards Automated Scientific Review with RL](https://md.research.elamur.ai/free/en/papers/zeng-2025-reviewrl-automated-scientific-review-rl/)** *(2025 · 9 citations)* Growing submission volumes strain peer review, and current LLM reviewers often produce shallow, generic critiques. ## Co-authors here 8 co-authors with a page, the most papers together first. - [Biqing Qi](https://md.research.elamur.ai/free/en/authors/biqing-qi/) ×2 - [Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/) ×2 - [Junqi Gao](https://md.research.elamur.ai/free/en/authors/junqi-gao/) ×2 - [Kaiyan Zhang](https://md.research.elamur.ai/free/en/authors/kaiyan-zhang/) ×2 - [Jian Zhao](https://md.research.elamur.ai/free/en/authors/jian-zhao/) - [Kai Tian](https://md.research.elamur.ai/free/en/authors/kai-tian/) - [Sihang Zeng](https://md.research.elamur.ai/free/en/authors/sihang-zeng/) - [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 46 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/runze-liu/cited-by/). Updated 30 October 2026