Fan Liu
Fan Liu has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Hongru Wang, Min Yang, Min Zhang.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #11501
Affiliations
🎓East China Normal UniversityShanghai ·
China2026 · 1 paper🎓Hohai UniversityNanjing ·
China2026 · 1 paper🎓Southeast UniversityNanjing ·
China2026 · 1 paper
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 2 works
Works by year
2020s
Papers
- TInR: Exploring Tool-Internalized Reasoning in Large Language Models (2026 · 1 citation)
The paper addresses a weakness of Tool-Integrated Reasoning (TIR). In TIR, LLMs call external tools while reasoning but need the tools' documentation placed in the prompt. The authors argue this causes three problems: models struggle to master heterogeneous documentation, context windows limit how many tools fit, and… - Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding (2026)
Reasoning-oriented LLMs often keep producing chain-of-thought text after the problem is effectively solved.
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