Meng Luo
Meng Luo has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Code & programming languages; often with Guangtao Zeng, Hao Fei, Jianbo Dai.
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📄 2 works in our library · 🔗 Cited 24 times in our library · ⭐ Paper Stars ranking: #8636
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Science Applications · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 1 workCode & programming languages · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework (2025 · 16 citations)
Large language models still struggle with logical reasoning. General search-based methods such as ToT and GoT ignore the formal structure of logic problems: they split tasks along surface wording, depend on unreliable LLM evaluators to choose paths, and make logical slips when solving sub-steps. The authors present… - EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning (2024 · 11 citations)
Code-generating LLMs are usually tuned for correctness, but the programs they produce often run slower and use more memory than human-written reference solutions.
Co-authors here
- Guangtao Zeng
- Hao Fei
- Jianbo Dai
- Jie M. Zhang
- Jundong Xu
- Liangming Pan
- Mong-Li Lee
- Preslav Nakov
- Qian Liu
- William Yang Wang
- Wynne Hsu
- Zhijiang Guo
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