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cs.SE2025
HarnessLLM: Automatic Testing Harness Generation via Reinforcement Learning
Yujian Liu, Jiabao Ji, Yang Zhang +3
Existing LLM-based automatic test generation methods mainly produce input and expected output pairs to categorize the intended behavior of correct programs. Although straightforwar…
cs.SE2024
An Exploratory Study on Just-in-Time Multi-Programming-Language Bug Prediction
Zengyang Li, Jiabao Ji, Peng Liang +2
Context: An increasing number of software systems are written in multiple programming languages (PLs), which are called multi-programming-language (MPL) systems. MPL bugs (MPLBs) r…