Elamur Research⌕
☰
home / authors / Mengfei Guo

Mengfei Guo

Mengfei Guo has 2 papers in our library, in 2026; often with Junlan Feng, Xiaoting Wu, Yi Huang.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 21 · 53 works · 1,723 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #13051

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓China Medical UniversityShenyang · China2026 · 1 papercurrent🎓Huazhong University of Science and TechnologyWuhan · China2015–2025 · 37 papers🏥Wuhan Union HospitalWuhan · China2015–2025 · 34 papers🎓Beijing Jiaotong UniversityBeijing · China2018–2024 · 6 papers

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 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Thinking Alignment of Scenario-Oriented User Simulation (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 (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.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 1 time (of the 149,439 papers whose bibliographies we read).

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/mengfei-guo/