Jiajia Ma

Identifiers

• name variant Jiajia Ma 0.60 · backfill

Papers (2)

1. Bash-Commenter: Leveraging Syntax-Aware Preference Optimization to Reinforce Large Language Model for Bash Code Comment Generation cs.SE · 2026 · author #8
2. BashCoder-R1: Towards Robust and Explainable Bash Code Generation with Robustness-Aware Group Relative Policy Optimization cs.SE · 2026 · author #6

Mentions

• 2606.29709 #8 · arxiv_oai · confidence 0.70 Jiajia Ma
• 2606.27733 #6 · arxiv_oai · confidence 0.70 Jiajia Ma

Frequent Coauthors

• Fengjun Zhang 2 shared papers
• Jia Xu 2 shared papers
• Jingyuan Zhang 2 shared papers
• Lei Yu 2 shared papers
• Li Yang 2 shared papers
• Peng Wang 2 shared papers
• Xin Wang 2 shared papers
• Changzhi Deng 1 shared papers
• Zenghua Wang 1 shared papers