Qingyao Li
Qingyao Li has 2 papers in our library, in 2025, most of them on Code & programming languages; often with Ruiming Tang, Weinan Zhang, Xinyi Dai.
OpenAlex · ORCID · Wikidata · h-index 4 · 13 works · 63 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 21 times in our library · ⭐ Paper Stars ranking: #10426
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Science Applications · 2 worksInformation Systems · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 2 works
Works by year
2020s
Papers
- RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation (2025 · 16 citations)
The paper tackles a weakness of tree-search approaches to LLM code generation. Existing methods such as LATS search directly over code and handle mistakes through reflection, which piles up summaries of past errors in memory but never repairs the flawed reasoning itself. The authors propose RethinkMCTS, which runs… - CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation (2025 · 15 citations)
Process reward models (PRMs) that score intermediate reasoning steps work well in math, but code is harder.
Co-authors here
- Ruiming Tang ×2
- Weinan Zhang ×2
- Xinyi Dai ×2
- Yasheng Wang ×2
- Yong Yu ×2
- Kounianhua Du
- Wei Xia
- Weiwen Liu
- Xiangyang Li
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2025
Cited by
Updated
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