Author

Ya-Li Du

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

CoCoRerank: Towards Conventional Commit Message Generation by Component and Candidate Consistency Reranking

Commit messages are essential for understanding software changes, yet automatic commit message generation typically treats a message as an unstructured text sequence. This limits its ability to support standardized development workflows, where commit messages are often expected to follow the Conventional Commits Specif...

Shao-Peng Jia, Ya-Li Du, Ming Li · 0 citations

#machine learning Preprint Sep 2026

On the Lexical Superstition of Large Language Models for Code Comprehension: Re-evaluation on Code of Low Lexical Quality

Face/Off is introduced, a semantics-preserving identifier-renaming framework, and progressive naming conditions across multiple models and code-comprehension tasks are evaluated, revealing a systematic vulnerability in how current LLMs balance lexical cues against program structure.

Xin-Peng Shen, San-Zhuo Xi, Ya-Li Du et al. · 0 citations

#artificial intelligence Preprint Sep 2026

CIT-CAD: Constraint Intent Tree-based CAD Code Generation and Verification

This work proposes CIT-CAD, a framework that infers a Constraint Intent Tree (CIT) from the input description to represent the intended entities, hierarchy, operations, and relations in CAD code generation and defines expected constraints for verification.

Ya-Li Du, Hui Sun, San-Zhuo Xi et al. · 1 citation