代码大模型 / AI 编程

A System for Automated Unit Test Generation Using Large Language Models and Assessment of Generated Test Suites

Andrea Lops, Fedelucio Narducci, Azzurra Ragone, Michelantonio Trizio, Claudio Bartolini

机构 * Polytechnic University of Bari \& Wideverse Bari, Italy ； Polytechnic University of Bari Bari, Italy ； Independent Researcher ； University of Bari Bari, Italy 纠错

专题命中 测试生成 ：unit test generation(title,abstract)；code generation(abstract)；分类 cs.SE、cs.AI

Journal ref 2025 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

Fuzzing: Randomness? Reasoning! Efficient Directed Fuzzing via Large Language Models

Xiaotao Feng, Xiaogang Zhu, Kun Hu, Jincheng Wang, Yingjie Cao, Guang Gong, Jianfeng Pan

机构 * Security Technology Inc.（360安全技术公司） ； School of Science Edith Cowan University（科学学院，埃迪斯科文大学） 纠错

专题命中 测试生成 ：code generation(abstract)；分类 cs.SE、cs.AI、cs.PL

Repair-R1: Better Test Before Repair

Haichuan Hu, Xiaochen Xie, Quanjun Zhang

机构 * Nanjing University of Science and Technology（南京理工大学） 纠错

专题命中 测试生成 ：program repair(abstract)；分类 cs.SE、cs.AI