Hongru Sun
Hongru Sun has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Hao Wu, Jie Yang, Jun Xu.
OpenAlex · h-index 0 · 5 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputational Theory and Mathematics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions (2026)
RL-based post-training is now a leading way to strengthen reasoning in LLMs, but it is held back by data scarcity in two forms. - FLAIR: Steering LLM Mathematical Problem Solving based on A Fuzzy-Logic-AssIsted Reasoner (2026)
LLMs solving math word problems usually follow one fixed reasoning style or a hard-coded pipeline. This ignores the fact that one solution attempt can contain several flaws at once, each with different severity. FLAIR (Fuzzy-Logic-AssIsted Reasoner) addresses this by treating the diagnosis of a partial solution as a…
Co-authors here
- Hao Wu
- Jie Yang
- Jun Xu
- Junyu Luo
- Ming Zhang
- Xiao Luo
- Xing Wei
- Yatao Bian
- Yi Guo
- Yuchen Mou
- Yunhui Liu
- Zhiyin Yu
Venues
Updated
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