Minxuan Lv
Minxuan Lv has 3 papers in our library, in 2026, most of them on Reasoning; often with Leiyu Pan, Zhenpeng Su, Guorui Zhou.
OpenAlex · h-index 2 · 9 works · 7 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 8 times in our library · ⭐ Paper Stars ranking: #10110
Affiliations
🎓University of Chinese Academy of SciencesBeijing ·
China2023–2026 · 5 papers🏢KuaishouBeijing ·
China2025–2026 · 4 papers🏛️Chinese Academy of SciencesBeijing ·
China2023 · 2 papers🔬Institute of Information EngineeringBeijing ·
China2023 · 2 papers
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksDecision Sciences · 1 workInformation Systems · 1 workManagement Science and Operations Research · 1 workArts and Humanities · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work
Works by year
2020s
Papers
- CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning (2026 · 7 citations)
The paper tackles unstable policy entropy when large language models are trained with RL for reasoning. PPO-style methods, including GRPO and DAPO, clip the importance sampling ratio, and this silently drops gradients from low-probability tokens. The authors split tokens by advantage sign and probability. They argue… - Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning (2026 · 1 citation)
LLM post-training with reinforcement learning is usually off-policy, so updates use samples from older policies. - Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning (2026)
RLVR rewards every correct answer equally, so a model may also be reinforced for sloppy or lucky reasoning that happens to end in the right result.
Co-authors here
- Leiyu Pan ×3
- Zhenpeng Su ×3
- Guorui Zhou ×2
- Kun Gai ×2
- Tiehua Mei ×2
- Wenping Hu ×2
- Yuntao Li ×2
- Deqing Yang
- Fuzheng Zhang
- Ruiming Tang
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
Cited by
Updated
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