Minghui Liu
Minghui Liu has 2 papers in our library, in 2026; often with Furong Huang, Sy-Tuyen Ho, Huy Nghiem.
OpenAlex · ORCID · h-index 21 · 171 works · 1,716 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 2 times in our library · ⭐ Paper Stars ranking: #13409
Affiliations
🎓University of Science and Technology of ChinaHefei ·
China2006–2026 · 4 papers🎓Shenyang University of Chemical TechnologyShenyang ·
China2025–2026 · 2 papers🎓University of Electronic Science and Technology of ChinaChengdu ·
China2020–2025 · 33 papers🎓Wenzhou Medical UniversityWenzhou ·
China2022–2025 · 11 papers🏥Quzhou City People's HospitalQuzhou ·
China2023–2025 · 7 papers🏢First Automotive WorksChangchun ·
China2003–2010 · 5 papers🎓Central South UniversityChangsha ·
China2023–2025 · 4 papers🎓Harbin Normal UniversityHarbin ·
China2015–2025 · 4 papers🎓Fudan UniversityShanghai ·
China2009–2022 · 4 papers🎓Naval University of EngineeringWuhan ·
China2023–2025 · 3 papers
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksSocial Sciences · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksSafety Research · 2 worksHistory and Philosophy of Science · 1 workInformation Systems · 1 work
Works by year
2020s
Papers
- SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones? (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… - When AI Reviews Train AI Reviewers: Scientific-Judgment Collapse and Mitigation (2026)
LLM-written reviews increasingly appear in public data and may end up training the next generation of AI reviewers.
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