Peiji Li
Peiji Li has 3 papers in our library, in 2025–2026, most of them on Code & programming languages; often with Linyang Li, Qipeng Guo, Yichuan Ma.
OpenAlex · h-index 6 · 17 works · 488 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #9273
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workManagement Science and Operations Research · 1 workMathematics · 1 workStatistics and Probability · 1 workComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 1Research subjects and languages the work is about.Code & programming languages · 1 work
Works by year
2020s
Papers
- FastMCTS: A Simple Sampling Strategy for Data Synthesis (2025 · 8 citations)
Reasoning datasets for training LLMs are usually built with rejection sampling: many full solutions are drawn independently, and only those whose final answer matches the reference are kept. - Case2Code: Scalable Synthetic Data for Code Generation (2025 · 7 citations)
Code LLMs are often improved with synthetic instruction data, but this data usually comes from a strong teacher model. - Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic (2026 · 2 citations)
In agentic settings, LLMs call tools whose latency varies, so the length of a model's generation no longer reflects how long a task takes.
Co-authors here
- Linyang Li ×3
- Qipeng Guo ×3
- Yichuan Ma ×3
- Xipeng Qiu ×2
- Yunfan Shao ×2
- Dahua Lin
- Hang Yan
- Kai Chen
- Kai Lv
- Pengyu Wang
- Qinyuan Cheng
- Shimin Li
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2025
- International Conference on Computational Linguistics (COLING): COLING 2025
Cited by
Updated
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