Yuqiang Li
Yuqiang Li has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning; often with Dongzhan Zhou, Tong Xie, Wanli Ouyang.
OpenAlex · ORCID · h-index 5 · 12 works · 103 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 143 times in our library · ⭐ Paper Stars ranking: #8170
Affiliations
Fields, topics and concepts
📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksApplied Mathematics · 1 workMathematics · 1 workMaterials Science · 1 workComputational Theory and Mathematics · 1 workMaterials Chemistry · 1 workComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning (2024 · 49 citations)
LLaMA-Berry is a framework that helps LLMs solve hard math problems, especially at Olympiad level, without retraining the base model. It tackles two weaknesses. Stepwise generation gets little feedback along the way. Iterative self-correction tends to stall in poor local solutions. - MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses (2024 · 36 citations)
The paper asks whether LLMs can independently propose new, valid chemistry hypotheses when given only a research background (a question and/or a short survey) from any subfield. - ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition (2025 · 25 citations)
Scientific hypothesis generation has had no dedicated benchmark for LLMs. ResearchBench addresses this by building on a decomposition from MOOSE-Chem. In that view, a hypothesis comes from combining a research background with one or more inspirations. Discovery can then be split into three sub-tasks: finding…
Co-authors here
- Dongzhan Zhou ×3
- Tong Xie ×3
- Wanli Ouyang ×3
- Ben Gao ×2
- Erik Cambria ×2
- Zonglin Yang ×2
- Di Zhang
- Jiatong Li
- Jinjie Ni
- Shixiang Tang
- Shufei Zhang
- Soujanya Poria
Cited by
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