2 papers
cs.LG2026
ACES: Who Tests the Tests? Leave-One-Out AUC Consistency for Code Generation
Hui Sun, Yun-Ji Zhang, Zheng Xie +4
Selecting LLM-generated code candidates using LLM-generated tests is challenging because the tests themselves may be incorrect. Existing methods either treat all tests equally or r…
cs.SE2025
Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation
Yali Du, Hui Sun, Ming Li
Code translation migrates codebases across programming languages. Recently, large language models (LLMs) have achieved significant advancements in software mining. However, handlin…