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Mengkang Hu

Mengkang Hu has 3 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning; often with Qiguang Chen, Dengyun Peng, Jiannan Guan.

3 papers in our library · 2025

OpenAlex · ORCID · h-index 6 · 22 works · 190 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 209 times in our library · ⭐ Paper Stars ranking: #5314

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

🎓University of Hong KongPok Fu Lam · China2023–2026 · 15 papersEmployment since 2023 · Ph.D. student, Computer Sciencecurrent🎓Harbin Institute of TechnologyHarbin · China2022–2025 · 3 papers🔬Shanghai Artificial Intelligence LaboratoryShanghai · China2025 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workDecision Sciences · 1 workInformation Systems and Management · 1 workMaterials Chemistry · 1 workMaterials Science · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work

💡 Concepts 1Key ideas and methods explained on our concept pages.Artificial intelligence · 1 work

 Works by year

2020s

20253 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models (2025 · 176 citations)
    Reasoning-focused LLMs such as OpenAI-o1 and DeepSeek-R1 do well in maths and coding largely because they produce very long chains of thought.
  2. HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model (2025 · 49 citations)
    LLM-based agents often keep every past action-observation pair in their prompt. On long-horizon tasks this context grows large and repetitive, which makes it harder for the model to keep a consistent plan. Prior work has mostly optimized memory carried across attempts (cross-trial). This paper instead focuses on…
  3. AI4Research: A Survey of Artificial Intelligence for Scientific Research (2025 · 21 citations)
    Reasoning-focused LLMs such as OpenAI-o1 and DeepSeek-R1 have prompted many efforts to automate parts of scientific work.

 Co-authors here

11 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 209 times (of the 149,439 papers whose bibliographies we read); 68 citing papers with a page here →.

Updated

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