代码大模型 / AI 编程

Metamorphic Testing of Deep Code Models: A Systematic Literature Review

Ali Asgari, Milan de Koning, Pouria Derakhshanfar, Annibale Panichella

专题命中 代码生成 ：code model(title,abstract)；分类 cs.SE、cs.AI

Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithm

Hamed Taherkhani, Melika Sepindband, Hung Viet Pham, Song Wang, Hadi Hemmati

机构 * York University（约克大学） 纠错

专题命中 代码生成 ：code generation(title,abstract)；分类 cs.SE、cs.AI

From Articles to Code: On-Demand Generation of Core Algorithms from Scientific Publications

Cameron S. Movassaghi, Amanda Momenzadeh, Jesse G. Meyer

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE、cs.AI

Vulnerability Handling of AI-Generated Code -- Existing Solutions and Open Challenges

Sabrina Kaniewski, Dieter Holstein, Fabian Schmidt, Tobias Heer

专题命中 代码生成 ：code generation(abstract)；分类 cs.SE

Comments Accepted for publication @ IEEE AIxSET 2024; 4 pages, 2 Figures

DEQSE Quantum IDE Extension: Integrated Tool for Quantum Software Engineering

Majid Haghparast, Ronja Heikkinen, Samuel Ovaskainen, Julian Fuchs, Jussi P P Jokinen, Tommi Mikkonen

专题命中 代码生成 ：code generation(abstract)

Comments This paper has been accepted for presentation at the 2025 IEEE International Conference on Quantum Computing and Engineering (QCE)

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

Tracking research software outputs in the UK

Domhnall Carlin, Austen Rainer

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Towards a Periodic Table of Computer System Design Principles

Joy Arulraj

专题命中 仓库级理解 ：repository(abstract)

TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories

Honghua Dong, Jiacheng Yang, Xun Deng, Yuhe Jiang, Gennady Pekhimenko, Fan Long, Xujie Si

机构 * University of Toronto（多伦多大学） ； Vector Institute（向量研究所） ； CIFAR AI Chair（CIFAR人工智能主席） 纠错

专题命中 程序分析与验证 ：repository(abstract)；分类 cs.SE、cs.AI、cs.PL

Journal ref Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, 2025