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26,098 papers · page 69 of 1,305

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

Yingwei Ma, Yongbin Li, Yihong Dong, Xue Jiang, Yanhao Li, Yue Liu, Rongyu Cao, Jue Chen + 2 more

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 …

ASE 2025★ Distinguished Paper

Bridging Natural Language and Formal Specification-Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs

Zhi Ma, Cheng Wen, Zhexin Su, Xiao Liang, Cong Tian, Shengchao Qin, Mengfei Yang

Automating the translation of natural language (NL) software requirements into formal specifications remains a critical challenge in scaling formal verification practices to industrial settings, particularly in safety-critical domains. Existing approaches, both rule-based and lea…