Xiaoxing Ma
Xiaoxing Ma has 3 papers in our library, in 2024–2025, most of them on Reasoning, Language models & pretraining; often with Fan Yang, Xian Zhang, Zenan Li.
OpenAlex · ORCID · Wikidata · h-index 24 · 210 works · 2,341 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 38 times in our library · ⭐ Paper Stars ranking: #9891
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputational Theory and Mathematics · 3 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Reasoning · 3 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency (2024 · 19 citations)
The paper addresses a weakness in LLM-based autoformalization, the task of turning natural-language math statements into formal theorems (here, Isabelle/HOL). - Neuro-Symbolic Data Generation for Math Reasoning (2024 · 14 citations)
The paper asks whether weak LLM performance in mathematics is a basic limitation or a consequence of too little reliable training data. - Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning (2025 · 11 citations)
The paper tackles automated formal proving of elementary algebraic inequalities from math Olympiads. Pure LLM provers struggle because formal proof data is scarce and the tactic space is huge. Symbolic methods such as cylindrical algebraic decomposition scale poorly and give opaque, non-readable proofs. The authors…
Co-authors here
- Fan Yang ×3
- Xian Zhang ×3
- Zenan Li ×3
- Yuan Yao ×2
- Zhaoyu Li ×2
- Kaiyu Yang
- Xujie Si
- Yifan Wu
- Yu-Feng Li
- Zhi Zhou
Venues
Cited by
Updated
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