Qineng Wang
Qineng Wang has 2 papers in our library, in 2024–2025, most of them on Reasoning; often with Hanghang Tong, Kangrui Wang, Kefan Yu.
OpenAlex · ORCID · h-index 6 · 16 works · 106 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 131 times in our library · ⭐ Paper Stars ranking: #6717
Affiliations
🔬Innovation Academy for Microsatellites of Chinese Academy of SciencesShanghai2026 · 2 papers🏛️Chinese Academy of SciencesBeijing ·
China2026 · 1 paper🎓Xi'an Jiaotong UniversityXi'an ·
China2020–2024 · 8 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? (2024 · 107 citations)
Earlier work suggests that LLM agents discussing a problem together reason better than a single model. This paper tests that claim more rigorously. The authors define a general pipeline for designing discussion frameworks with four parts: kick-start prompt, agents, algorithm and result. They also introduce CMD… - RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning (2025 · 71 citations)
The paper asks how LLM agents can be trained with reinforcement learning to improve through their own experience in interactive settings.
Co-authors here
- Hanghang Tong
- Kangrui Wang
- Kefan Yu
- Linjie Li
- Xing Jin
- Yangqiu Song
- Ying Su
- Zhengyuan Yang
- Zihan Wang
- Zihao Wang
Venues
Cited by
Updated
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