Yue Peng
Yue Peng has 2 papers in our library, in 2025–2026, most of them on Reasoning, Language models & pretraining; often with Shijie Shang, Chengyuan Yao, Di Huang.
OpenAlex · h-index 0 · 8 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 12 times in our library · ⭐ Paper Stars ranking: #9729
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 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs through Knowledge-Reasoning Fusion (2025 · 7 citations)
Autoformalization means converting natural-language math problems into formal statements, here in Lean 4. Current LLM approaches are still inaccurate. General-purpose models often misuse Lean details, such as calling functions that do not exist. Specialized translators trained on narrow annotated data tend to misread… - PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning (2026 · 5 citations)
Language models that reason step by step in a single chain hit a hard limit: once the context window is full, reasoning must stop.
Co-authors here
- Shijie Shang ×2
- Chengyuan Yao
- Di Huang
- Fanqi Wan
- Jingcheng Hu
- Lei Qi
- Rui Zhang
- Xin Wu
- Xing Hu
- Yinmin Zhang
- Yutong Wu
Venues
Cited by
Updated
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