--- title: "Minghui Liu — author profile and papers — Elamur Research" description: "Minghui Liu, University of Science and Technology of China: 2 papers on Elamur Research (2026), h-index 21 — affiliations, topics…" canonical: "https://research.elamur.ai/free/en/authors/minghui-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/minghui-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Minghui Liu # Minghui Liu Minghui Liu has 2 papers in our library, in 2026; often with [Furong Huang](https://md.research.elamur.ai/free/en/authors/furong-huang/), [Sy-Tuyen Ho](https://md.research.elamur.ai/free/en/authors/sy-tuyen-ho/), [Huy Nghiem](https://md.research.elamur.ai/free/en/authors/huy-nghiem/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5100358122) · [ORCID](https://orcid.org/0000-0002-3171-0270) · [**h-index 21**](https://openalex.org/authors/A5100358122) · [171 works](https://openalex.org/works?filter=author.id:A5100358122) · [1,716 citations](https://openalex.org/works?filter=author.id:A5100358122&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/minghui-liu/#papers) · [🔗 Cited 2 times in our library](https://md.research.elamur.ai/free/en/authors/minghui-liu/cited-by/) · [⭐ Paper Stars ranking: #13409](https://md.research.elamur.ai/free/en/paper-stars/page/135/#star-13409) 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=Minghui+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Minghui+Liu) · [dblp](https://dblp.org/search?q=Minghui+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Minghui+Liu) ## Affiliations [🎓**University of Science and Technology of China** Hefei · China 2006–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**Shenyang University of Chemical Technology** Shenyang · China 2025–2026 · 2 papers*current*](https://ror.org/03dbpdh75) · [🎓**University of Electronic Science and Technology of China** Chengdu · China 2020–2025 · 33 papers](https://md.research.elamur.ai/free/en/universities/university-of-electronic-science-and-technology-of-china/) · [🎓**Wenzhou Medical University** Wenzhou · China 2022–2025 · 11 papers](https://ror.org/00rd5t069) · [🏥**Quzhou City People's Hospital** Quzhou · China 2023–2025 · 7 papers](https://ror.org/004qehs09) · [🏢**First Automotive Works** Changchun · China 2003–2010 · 5 papers](https://ror.org/0353t4m91) · [🎓**Central South University** Changsha · China 2023–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/central-south-university/) · [🎓**Harbin Normal University** Harbin · China 2015–2025 · 4 papers](https://ror.org/0270y6950) · [🎓**Fudan University** Shanghai · China 2009–2022 · 4 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**Naval University of Engineering** Wuhan · China 2023–2025 · 3 papers](https://ror.org/056vyez31) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 59 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 8 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/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [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/) · [Safety Research · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/minghui-liu/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones?](https://md.research.elamur.ai/free/en/papers/ho-2026-soundnessbench-ai-scientist-really/)** *(2026 · 2 citations)* AI "scientist" agents can now draft hypotheses, code, and papers. Current benchmarks, however, mostly test execution and skip an earlier question: can a model spot a methodologically weak research plan before compute is spent on it? SoundnessBench targets this pre-execution triage step for machine learning. The… 2. **[When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation](https://md.research.elamur.ai/free/en/papers/ho-2026-ai-reviews-train-ai/)** *(2026)* LLM-written reviews increasingly appear in public data and may end up training the next generation of AI reviewers. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Furong Huang](https://md.research.elamur.ai/free/en/authors/furong-huang/) ×2 - [Sy-Tuyen Ho](https://md.research.elamur.ai/free/en/authors/sy-tuyen-ho/) ×2 - [Huy Nghiem](https://md.research.elamur.ai/free/en/authors/huy-nghiem/) ## Cited by Papers of our library cite their works 2 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/minghui-liu/cited-by/). Updated 3 November 2026