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Dongnan Liu

Dongnan Liu has 2 papers in our library, in 2026; often with Feng Zhang, Jie Liu, Jinjian Zhang.

2 papers in our library · 2026

OpenAlex · ORCID · Wikidata · h-index 18 · 122 works · 1,223 citations OpenAlex, 2026-10-14

📄 2 works in our library · ⭐ Paper Stars ranking: #11956

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

🏢Ant GroupHangzhou · China2026 · 5 paperscurrent🎓City University of Hong KongHong Kong · China2026 · 4 paperscurrent🎓Zhejiang UniversityHangzhou · China2026 · 4 paperscurrent🎓University of Electronic Science and Technology of ChinaChengdu · China2025–2026 · 3 paperscurrent🎓The University of SydneySydney · Australia2018–2025 · 71 papers🎓Hunan University of TechnologyZhuzhou · China2008–2025 · 22 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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. CARL: Constraint-Aware Reinforcement Learning for Planning with LLMs (2026)
    LLMs often produce plans that look plausible but break the conditions stated in a request, such as a budget, a travel mode, or a dietary preference.
  2. STAPO: Selective Trajectory-Aware Policy Optimization for LLM Agent Training (2026)
    Agents built on LLMs and trained with reinforcement learning for long-horizon tasks get sparse, delayed rewards.

 Co-authors here

10 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.

Updated

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