--- title: "Minghao Liu — author profile and papers — Elamur Research" description: "Minghao Liu: 2 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/minghao-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/minghao-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Minghao Liu # Minghao Liu Minghao Liu 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 [Kaijing Ma](https://md.research.elamur.ai/free/en/authors/kaijing-ma/), [Yifan Yao](https://md.research.elamur.ai/free/en/authors/yifan-yao/), [Chenchen Zhang](https://md.research.elamur.ai/free/en/authors/chenchen-zhang/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5059310859) · [ORCID](https://orcid.org/0000-0002-7906-5530) · [**h-index 3**](https://openalex.org/authors/A5059310859) · [14 works](https://openalex.org/works?filter=author.id:A5059310859) · [68 citations](https://openalex.org/works?filter=author.id:A5059310859&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/minghao-liu/#papers) · [🔗 Cited 170 times in our library](https://md.research.elamur.ai/free/en/authors/minghao-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7915](https://md.research.elamur.ai/free/en/paper-stars/page/80/#star-7915) 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=Minghao+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Minghao+Liu) · [dblp](https://dblp.org/search?q=Minghao+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Minghao+Liu) ## Affiliations [🎓**Chinese Academy of Medical Sciences & Peking Union Medical College** Beijing · China 2024–2025 · 3 papers](https://ror.org/02drdmm93) · [🏥**Fu Wai Hospital** Beijing · China 2024–2025 · 3 papers](https://ror.org/0590dnz19) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[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/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-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 [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/minghao-liu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/minghao-liu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines](https://md.research.elamur.ai/free/en/papers/team-2025-supergpqa-scaling-llm-evaluation-across/)** *(2025 · 89 citations)* Popular LLM benchmarks such as MMLU, GPQA and MMLU-Pro focus on a small set of mainstream subjects, and top models now score close to their ceiling on them. 2. **[CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization](https://md.research.elamur.ai/free/en/papers/peng-2026-criticlean-critic-guided-reinforcement-learning/)** *(2026 · 12 citations)* Turning informal math problems into Lean 4 theorem statements often produces code that compiles but does not mean what the original problem says. ## All works 4 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. [**SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines arXiv:2502.14739**M-A-P Team, Xinrun Du, Yifan Yao, et al.*2025 · 89 citations*](https://md.research.elamur.ai/free/en/papers/team-2025-supergpqa-scaling-llm-evaluation-across/) 2. **[MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series ↗](https://arxiv.org/abs/2405.19327) arXiv:2405.19327 · no summary yet**Ge Zhang et al.*2024 · 44 citations* 3. **[FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language Models ↗](https://arxiv.org/abs/2505.02735) arXiv:2505.02735 · no summary yet**Zhouliang Yu et al.*2025 · 31 citations* 4. **[CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization](https://md.research.elamur.ai/free/en/papers/peng-2026-criticlean-critic-guided-reinforcement-learning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhongyuan Peng, Yifan Yao, Kaijing Ma, et al.*2026 · 12 citations* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Kaijing Ma](https://md.research.elamur.ai/free/en/authors/kaijing-ma/) ×2 - [Yifan Yao](https://md.research.elamur.ai/free/en/authors/yifan-yao/) ×2 - [Chenchen Zhang](https://md.research.elamur.ai/free/en/authors/chenchen-zhang/) - [Chujie Zheng](https://md.research.elamur.ai/free/en/authors/chujie-zheng/) - [King Zhu](https://md.research.elamur.ai/free/en/authors/king-zhu/) - [Shuyue Guo](https://md.research.elamur.ai/free/en/authors/shuyue-guo/) - [Tianyu Zheng](https://md.research.elamur.ai/free/en/authors/tianyu-zheng/) - [Xiaolong Jin](https://md.research.elamur.ai/free/en/authors/xiaolong-jin/) - [Yichi Zhang](https://md.research.elamur.ai/free/en/authors/yichi-zhang/) - [Yifan Zhang](https://md.research.elamur.ai/free/en/authors/yifan-zhang/) - [Yiming Liang](https://md.research.elamur.ai/free/en/authors/yiming-liang/) - [Zhenlin Wei](https://md.research.elamur.ai/free/en/authors/zhenlin-wei/) ## 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 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 170 times (of the 149,439 papers whose bibliographies we read); [68 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/minghao-liu/cited-by/). Updated 2 November 2026