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Mengna Wang

Mengna Wang has 2 papers in our library, in 2024–2026, most of them on Reasoning; often with Guiyang Hou, Weiming Lu, Wenqi Zhang.

2 papers in our library · 2024–2026

OpenAlex · ORCID · h-index 21 · 135 works · 1,381 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 32 times in our library · ⭐ Paper Stars ranking: #7622

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

🎓Xi'an Jiaotong UniversityXi'an · China2024–2026 · 19 paperscurrent🏛️Chinese Academy of SciencesBeijing · China2023–2026 · 14 paperscurrent🏥The Affiliated Yongchuan Hospital of Chongqing Medical UniversityChongqing · China2024–2026 · 10 paperscurrent🎓Chongqing Medical UniversityChongqing · China2022–2026 · 9 paperscurrent🔬Institute of SoftwareBeijing · China2024–2026 · 6 paperscurrent🏥First Affiliated Hospital of Xi'an Jiaotong UniversityXi'an · China2024–2026 · 5 paperscurrent🎓Liaocheng UniversityLiaocheng · China2023–2026 · 5 paperscurrent🎓Tianjin University of Science and TechnologyTianjin · China2024–2026 · 4 paperscurrent🎓Shenyang Pharmaceutical UniversityShenyang · China2025–2026 · 3 paperscurrent🎓Yangzhou UniversityYangzhou · China2021–2026 · 3 paperscurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 47 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 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workEngineering · 1 workComputer Vision and Pattern Recognition · 1 workControl and Systems Engineering · 1 work

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work

 Works by year

2020s

20261 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization (2024 · 52 citations)
    Most LLM-based agents depend on hand-written prompts that fix task rules and behavior. They cannot improve through experience, so they struggle in dynamic multi-agent settings with hidden information. Agent-Pro tackles this by treating policy learning as gradient-free prompt optimization, with no parameter updates.
  2. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks (2026 · 5 citations)
    Reasoning models do well at math and coding, but it is unclear whether they can handle embodied tasks. In these tasks an agent explores a room over many turns and must work with long sequences of alternating images and text. The authors present Embodied-Reasoner, a vision-language agent that combines visual search…

 Co-authors here

9 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 32 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated

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