Yingwei Ma

SWE-GPT: A Process-Centric Language Model for Automated Software Improvement

2025 · Proceedings of the ACM on software engineering.

Large language models (LLMs) have demonstrated remarkable performance in code generation, significantly enhancing the coding efficiency of developers. Recent advancements in LLM-based agents have led to significant progress in end-to-end automatic software engineering (ASE), particularly …

Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute

2025 · arXiv (Cornell University)

Recent advancements in software engineering agents have demonstrated promising capabilities in automating program improvements. However, their reliance on closed-source or resource-intensive models introduces significant deployment challenges in private environments, prompting a critical question: \textit{How can …