--- title: "Fuyuan Lyu — author profile and papers — Elamur Research" description: "Fuyuan Lyu, Mila - Quebec Artificial Intelligence Institute: 2 papers on Elamur Research (2025–2026), h-index 9 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/fuyuan-lyu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/fuyuan-lyu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Fuyuan Lyu # Fuyuan Lyu Fuyuan Lyu has 2 papers in our library, in 2025–2026, 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/); often with [Chen Ma](https://md.research.elamur.ai/free/en/authors/chen-ma/), [Qiyuan Zhang](https://md.research.elamur.ai/free/en/authors/qiyuan-zhang/), [Yufei Wang](https://md.research.elamur.ai/free/en/authors/yufei-wang/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5079054140) · [ORCID](https://orcid.org/0000-0001-9345-1828) · [**h-index 9**](https://openalex.org/authors/A5079054140) · [49 works](https://openalex.org/works?filter=author.id:A5079054140) · [255 citations](https://openalex.org/works?filter=author.id:A5079054140&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/fuyuan-lyu/#papers) · [🔗 Cited 89 times in our library](https://md.research.elamur.ai/free/en/authors/fuyuan-lyu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9362](https://md.research.elamur.ai/free/en/paper-stars/page/94/#star-9362) 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=Fuyuan+Lyu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Fuyuan+Lyu) · [dblp](https://dblp.org/search?q=Fuyuan+Lyu) · [ACL Anthology](https://aclanthology.org/search/?q=Fuyuan+Lyu) ## Affiliations [🎓**McGill University** Montreal · Canada 2019–2026 · 40 papersEducation since 2019 · Ph.D. of Computer Science, School of Computer ScienceEmployment since 2019 · Research Assistant, School of Computer Science*current*](https://md.research.elamur.ai/free/en/universities/mcgill-university/) · [🔬**Mila - Quebec Artificial Intelligence Institute** Montreal · Canada 2021–2026 · 10 papersEducation since 2021*current*](https://md.research.elamur.ai/free/en/labs/mila-quebec-artificial-intelligence-institute/) · [🏢**Huawei Technologies** Shenzhen · China 2021–2022 · 2 papers](https://md.research.elamur.ai/free/en/companies/huawei-technologies/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution 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).[Artificial Intelligence · 2 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/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Political Science and International Relations · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/political-science-and-international-relations/) · [Education · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/education/) 🧭 Topics 2 Research subjects and languages the work is about.[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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/fuyuan-lyu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/fuyuan-lyu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge](https://md.research.elamur.ai/free/en/papers/zhang-2025-crowd-comparative-reasoning-unlocking-comprehensive/)** *(2025 · 13 citations)* LLM-as-a-Judge systems often produce chain-of-thought (CoT) judgments that focus on only a few aspects of the responses, so their verdicts can be shallow or wrong. 2. **[RubricBench: Aligning Model-Generated Rubrics with Human Standards](https://md.research.elamur.ai/free/en/papers/zhou-2026-rubricbench-aligning-model-generated-rubrics/)** *(2026 · 3 citations)* Reward models increasingly judge LLM outputs against rubrics, which are checklists of explicit criteria, to reduce shallow biases such as favoring longer or more polished answers. ## All works 3 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. **[A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well? ↗](https://arxiv.org/abs/2503.24235) arXiv:2503.24235 · no summary yet**Qiyuan Zhang et al.*2025 · 79 citations* 2. **[Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge](https://md.research.elamur.ai/free/en/papers/zhang-2025-crowd-comparative-reasoning-unlocking-comprehensive/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qiyuan Zhang, Yufei Wang, Yuxin Jiang, et al.*2025 · 13 citations* 3. **[RubricBench: Aligning Model-Generated Rubrics with Human Standards](https://md.research.elamur.ai/free/en/papers/zhou-2026-rubricbench-aligning-model-generated-rubrics/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Junyi Zhou, Qiyuan Zhang, Yufei Wang, et al.*2026 · 3 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Chen Ma](https://md.research.elamur.ai/free/en/authors/chen-ma/) ×2 - [Qiyuan Zhang](https://md.research.elamur.ai/free/en/authors/qiyuan-zhang/) ×2 - [Yufei Wang](https://md.research.elamur.ai/free/en/authors/yufei-wang/) ×2 - [Can Xu](https://md.research.elamur.ai/free/en/authors/can-xu/) - [Chuhan Wu](https://md.research.elamur.ai/free/en/authors/chuhan-wu/) - [Kai Zheng](https://md.research.elamur.ai/free/en/authors/kai-zheng/) - [Liangyou Li](https://md.research.elamur.ai/free/en/authors/liangyou-li/) - [Lifeng Shang](https://md.research.elamur.ai/free/en/authors/lifeng-shang/) - [Qingfeng Sun](https://md.research.elamur.ai/free/en/authors/qingfeng-sun/) - [Ruiming Tang](https://md.research.elamur.ai/free/en/authors/ruiming-tang/) - [Xin Jiang](https://md.research.elamur.ai/free/en/authors/xin-jiang/) - [Xue Liu](https://md.research.elamur.ai/free/en/authors/xue-liu/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) ## Cited by Papers of our library cite their works 89 times (of the 149,439 papers whose bibliographies we read); [28 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/fuyuan-lyu/cited-by/). Updated 31 October 2026