Ruotao Xu
Ruotao Xu has 2 papers in our library, in 2026, most of them on Reasoning; often with Juntao Li, Min Zhang, Yixin Ji.
OpenAlex · ORCID · h-index 10 · 44 works · 296 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #13110
Affiliations
🎓Soochow UniversitySuzhou ·
China2026 · 6 papers🎓South China Agricultural UniversityGuangzhou ·
China2026 · 1 paper🎓South China University of TechnologyGuangzhou ·
China2014–2025 · 22 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 1Research subjects and languages the work is about.Reasoning · 2 works
Works by year
2020s
Papers
- When Is Thinking Enough? Early Exit via Sufficiency Assessment for Efficient Reasoning (2026 · 1 citation)
Large reasoning models tend to overthink: they keep re-verifying or trying other strategies after they already have a correct solution, which wastes tokens. - When to Trust Tools? Adaptive Tool Trust Calibration For Tool-Integrated Math Reasoning (2026)
Tool-Integrated Reasoning (TIR) models solve math problems by interleaving reasoning with code execution. The authors show that these models often handle disagreements between their own reasoning and the tool's output poorly. They audited more than 32k trajectories with an LLM and found that most conflicts are…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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