--- title: "Mengfei Guo — author profile and papers — Elamur Research" description: "Mengfei Guo, China Medical University: 2 papers on Elamur Research (2026), h-index 21 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/mengfei-guo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mengfei-guo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mengfei Guo # Mengfei Guo Mengfei Guo has 2 papers in our library, in 2026; often with [Junlan Feng](https://md.research.elamur.ai/free/en/authors/junlan-feng/), [Xiaoting Wu](https://md.research.elamur.ai/free/en/authors/xiaoting-wu/), [Yi Huang](https://md.research.elamur.ai/free/en/authors/yi-huang/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5076931635) · [ORCID](https://orcid.org/0009-0001-6637-3534) · [**h-index 21**](https://openalex.org/authors/A5076931635) · [53 works](https://openalex.org/works?filter=author.id:A5076931635) · [1,723 citations](https://openalex.org/works?filter=author.id:A5076931635&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mengfei-guo/#papers) · 🔗 Cited 1 time in our library · [⭐ Paper Stars ranking: #13051](https://md.research.elamur.ai/free/en/paper-stars/page/131/#star-13051) 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=Mengfei+Guo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mengfei+Guo) · [dblp](https://dblp.org/search?q=Mengfei+Guo) · [ACL Anthology](https://aclanthology.org/search/?q=Mengfei+Guo) ## Affiliations [🎓**China Medical University** Shenyang · China 2026 · 1 paper*current*](https://ror.org/032d4f246) · [🎓**Huazhong University of Science and Technology** Wuhan · China 2015–2025 · 37 papers](https://md.research.elamur.ai/free/en/universities/huazhong-university-of-science-and-technology/) · [🏥**Wuhan Union Hospital** Wuhan · China 2015–2025 · 34 papers](https://ror.org/0371fqr87) · [🎓**Beijing Jiaotong University** Beijing · China 2018–2024 · 6 papers](https://md.research.elamur.ai/free/en/universities/beijing-jiaotong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 8 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 4 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/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mengfei-guo/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Thinking Alignment of Scenario-Oriented User Simulation](https://md.research.elamur.ai/free/en/papers/wu-2026-thinking-alignment-scenario-oriented-user/)** *(2026 · 1 citation)* LLM-based user simulators, whether they prompt a model to role-play or fine-tune it on real user turns, usually reproduce only what users type. 2. **[A Learnable Skill Combination Strategy for Multi-task Learning in Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/yang-2026-learnable-skill-combination-strategy-multi/)** *(2026)* Labeled data for domain-specific natural language understanding is scarce. Multi-task learning can help, but current sparse designs have weaknesses. Skill-Net needs task-to-skill assignments chosen by hand. MMoE uses a fixed top-k routing that can overload some experts. The authors replace each feed-forward layer of… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Junlan Feng](https://md.research.elamur.ai/free/en/authors/junlan-feng/) ×2 - [Xiaoting Wu](https://md.research.elamur.ai/free/en/authors/xiaoting-wu/) ×2 - [Yi Huang](https://md.research.elamur.ai/free/en/authors/yi-huang/) ×2 - [Chunyang Gao](https://md.research.elamur.ai/free/en/authors/chunyang-gao/) - [Jingyu Yao](https://md.research.elamur.ai/free/en/authors/jingyu-yao/) - [Yaqin Chen](https://md.research.elamur.ai/free/en/authors/yaqin-chen/) - [Zhe Yang](https://md.research.elamur.ai/free/en/authors/zhe-yang/) ## 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/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read). Updated 2 November 2026