--- title: "Weiyang Liu — author profile and papers — Elamur Research" description: "Weiyang Liu, Chinese University of Hong Kong: 2 papers on Elamur Research (2023–2024), h-index 19 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/weiyang-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/weiyang-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Weiyang Liu # Weiyang Liu Weiyang Liu 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/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Longhui Yu](https://md.research.elamur.ai/free/en/authors/longhui-yu/), [Adrian Weller](https://md.research.elamur.ai/free/en/authors/adrian-weller/), [Chuang Gan](https://md.research.elamur.ai/free/en/authors/chuang-gan/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5101606029) · [ORCID](https://orcid.org/0000-0002-8234-3263) · [**h-index 19**](https://openalex.org/authors/A5101606029) · [69 works](https://openalex.org/works?filter=author.id:A5101606029) · [4,336 citations](https://openalex.org/works?filter=author.id:A5101606029&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/weiyang-liu/#papers) · [🔗 Cited 666 times in our library](https://md.research.elamur.ai/free/en/authors/weiyang-liu/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3852](https://md.research.elamur.ai/free/en/paper-stars/page/39/#star-3852) 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=Weiyang+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Weiyang+Liu) · [dblp](https://dblp.org/search?q=Weiyang+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Weiyang+Liu) ## Affiliations [🎓**Chinese University of Hong Kong** Hong Kong · China 2025–2026 · 2 papersEmployment*current*](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Northeast Normal University** Changchun · China 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/northeast-normal-university/) · [🎓**Peking University** Beijing · China 2014–2016 · 18 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**University of Cambridge** Cambridge · United Kingdom 2021–2024 · 17 papers](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🔬**Max Planck Institute for Intelligent Systems** Stuttgart · Germany 2021–2025 · 14 papers](https://md.research.elamur.ai/free/en/labs/max-planck-institute-for-intelligent-systems/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2017–2021 · 11 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🔬**Max Planck Society** Munich · Germany 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/labs/max-planck-society/) · [🏥**Second Affiliated Hospital of Harbin Medical University** Harbin · China 2023–2025 · 2 papers](https://ror.org/03s8txj32) · [🏢**Intelligent Systems Research** Thousand Oaks · United States 2021 · 2 papers](https://ror.org/01reevc91) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 6 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/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 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 [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/weiyang-liu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/weiyang-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models](https://md.research.elamur.ai/free/en/papers/yu-2023-metamath-bootstrap-your-own-mathematical/)** *(2023 · 565 citations)* Open-source LLMs such as LLaMA-2 lag well behind closed models on multi-step maths word problems. Fine-tuning helps, but it depends on having enough varied training questions. MetaMath addresses this by growing the GSM8K and MATH training sets from the question side as well as the answer side, producing a dataset… 2. **[Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision](https://md.research.elamur.ai/free/en/papers/sun-2024-easy-hard-generalization-scalable-alignment/)** *(2024 · 51 citations)* Current alignment methods learn from human demonstrations or human judgments, so a model's skill may be capped at what people can supervise. ## 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. **[SphereFace: Deep Hypersphere Embedding for Face Recognition ↗](https://doi.org/10.1109/cvpr.2017.713) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Weiyang Liu et al.*2017 · 3,073 citations* 2. [**MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models arXiv:2309.12284**Longhui Yu, Weisen Jiang, Han Shi, et al.*2023 · 565 citations*](https://md.research.elamur.ai/free/en/papers/yu-2023-metamath-bootstrap-your-own-mathematical/) 3. **[Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision](https://md.research.elamur.ai/free/en/papers/sun-2024-easy-hard-generalization-scalable-alignment/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Zhiqing Sun, Longhui Yu, Yikang Shen, et al.*2024 · 51 citations* ## Co-authors here 12 of 14 co-authors with a page, the most papers together first. - [Longhui Yu](https://md.research.elamur.ai/free/en/authors/longhui-yu/) ×2 - [Adrian Weller](https://md.research.elamur.ai/free/en/authors/adrian-weller/) - [Chuang Gan](https://md.research.elamur.ai/free/en/authors/chuang-gan/) - [Han Shi](https://md.research.elamur.ai/free/en/authors/han-shi/) - [James Tin-Yau Kwok](https://md.research.elamur.ai/free/en/authors/james-tin-yau-kwok/) - [Jincheng Yu](https://md.research.elamur.ai/free/en/authors/jincheng-yu/) - [Sean Welleck](https://md.research.elamur.ai/free/en/authors/sean-welleck/) - [Weisen Jiang](https://md.research.elamur.ai/free/en/authors/weisen-jiang/) - [Yikang Shen](https://md.research.elamur.ai/free/en/authors/yikang-shen/) - [Yiming Yang](https://md.research.elamur.ai/free/en/authors/yiming-yang/) - [Yu Zhang](https://md.research.elamur.ai/free/en/authors/yu-zhang/) - [Zhenguo Li](https://md.research.elamur.ai/free/en/authors/zhenguo-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ## Cited by Papers of our library cite their works 666 times (of the 149,439 papers whose bibliographies we read); [248 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/weiyang-liu/cited-by/). Updated 3 November 2026