Siyuan Li

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Data Curation & Synthetic Data (1)Training Efficiency & Optimization (1)

Frequent co-authors

Chenkai Pan (1)Xing Xu (1)Xinglong Xu (1)Yuhang Xu (1)

Papers (1)

Apr 27, 2026

Chenkai Pan +95d ago

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora

LLMs can be systematically debugged and improved by treating training data as code, allowing for targeted "patches" that fix concept-level gaps and reasoning errors.

Chenkai Pan, Xing Xu, Xinglong Xu +7

Code Generation & Program Synthesis Data Curation & Synthetic Data Training Efficiency & Optimization

Search

Siyuan Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)