Minghui Chen
Minghui Chen has 2 papers in our library, in 2025–2026, most of them on Reasoning, Efficient models & compression; often with Chenxu Yang, Qingyi Si, Weiping Wang.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 110 times in our library · ⭐ Paper Stars ranking: #8155
Affiliations
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 2Research subjects and languages the work is about.Reasoning · 1 workEfficient models & compression · 1 work
Works by year
2020s
Papers
- Dynamic Early Exit in Reasoning Models (2025 · 74 citations)
Large reasoning models such as DeepSeek-R1 and GPT-O1 often produce very long chains of thought (CoT). This "overthinking" adds latency and compute cost, and it can also turn a correct line of reasoning into a wrong one. In pilot runs, the authors forced models to answer at different points in their reasoning. Many… - Self-Distilled RLVR (2026 · 37 citations)
Training reasoning LLMs with RLVR (for example, GRPO) assigns one sequence-level reward per rollout, so every token receives the same credit.
Co-authors here
- Chenxu Yang ×2
- Qingyi Si ×2
- Weiping Wang ×2
- Zheng Lin ×2
- Chenyu Zhu
- Dingyu Yao
- Jiaqi Wang
- Naibin Gu
- Nan Duan
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/minghui-chen/