Zhaiyu Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Data Curation & Synthetic Data (1)Reasoning & Chain-of-Thought (1)

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Zhiyuan Zeng (1)Yichi Zhang (1)Yong Shan (1)Kaiyue Hua (1)

Papers (1)

Mar 11, 2026

Zhiyuan Zeng +145d ago

Understanding by Reconstruction: Reversing the Software Development Process for LLM Pretraining

LLMs can be made better software engineers by pre-training them to reconstruct the messy, iterative development process that led to the final, clean code in repositories.

Zhiyuan Zeng, Yichi Zhang, Yong Shan +12

Code Generation & Program Synthesis Data Curation & Synthetic Data Reasoning & Chain-of-Thought

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Zhaiyu Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)