代码大模型 / AI 编程

From Past to Present: A Survey of Malicious URL Detection Techniques, Datasets and Code Repositories

Ye Tian, Yanqiu Yu, Jianguo Sun, Yanbin Wang

机构 * Hangzhou Institute of Technology,Xidian University,Hangzhou,310000,Zhejiang,China（杭州科技学院，西安电子科技大学，杭州，310000，浙江，中国） 纠错

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

Comments This manuscript is currently under review at Computer Science Review

HardTests: Synthesizing High-Quality Test Cases for LLM Coding

Zhongmou He, Yee Man Choi, Kexun Zhang, Jiabao Ji, Junting Zhou, Dejia Xu, Ivan Bercovich, Aidan Zhang, Lei Li

专题命中 测试生成 ：code generation(abstract)；分类 cs.CL

AFLNet Five Years Later: On Coverage-Guided Protocol Fuzzing

Ruijie Meng, Van-Thuan Pham, Marcel Böhme, Abhik Roychoudhury

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments 14 pages, 3 tables, 7 figures

AGBD: A Global-scale Biomass Dataset

Ghjulia Sialelli, Torben Peters, Jan D. Wegner, Konrad Schindler

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration

Siqi Gu, Quanjun Zhang, Kecheng Li, Chunrong Fang, Fangyuan Tian, Liuchuan Zhu, Jianyi Zhou, Zhenyu Chen

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

TestForge: Feedback-Driven, Agentic Test Suite Generation

Kush Jain, Claire Le Goues

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

Vulnerability-Triggering Test Case Generation from Third-Party Libraries

Yi Gao, Xing Hu, Zirui Chen, Xiaohu Yang

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

Comments Published in 2nd Conference on AI Foundation Models and Software Engineering (FORGE 2025)

Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration

Le Chen, Bin Lei, Dunzhi Zhou, Pei-Hung Lin, Chunhua Liao, Caiwen Ding, Ali Jannesari

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

The Seeds of the FUTURE Sprout from History: Fuzzing for Unveiling Vulnerabilities in Prospective Deep-Learning Libraries

Zhiyuan Li, Jingzheng Wu, Xiang Ling, Tianyue Luo, Zhiqing Rui, Yanjun Wu

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

Comments This paper has been accepted by 47th International Conference on Software Engineering (ICSE 2025)

On Rank Aggregating Test Prioritizations

Shouvick Mondal, Tse-Hsun Chen

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments 23 pages, 13 figures, technical report

Fix the Tests: Augmenting LLMs to Repair Test Cases with Static Collector and Neural Reranker

Jun Liu, Jiwei Yan, Yuanyuan Xie, Jun Yan, Jian Zhang

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments to be published in ISSRE 2024

A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting

Martim Sousa, Ana Maria Tomé, José Moreira

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

Comments 34 pages, 8 figures

Chat-like Asserts Prediction with the Support of Large Language Model

Han Wang, Han Hu, Chunyang Chen, Burak Turhan

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

A Survey on Large Language Models for Recommendation

Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen

专题命中 测试生成 ：repository(abstract)；分类 cs.AI

Comments 34 pages, 7 figures, 2 tables

Towards Automatic Translation of Machine Learning Visual Insights to Analytical Assertions

Arumoy Shome, Luis Cruz, Arie van Deursen

专题命中 测试生成 ：code model(abstract)；分类 cs.SE

TestSpark: IntelliJ IDEA's Ultimate Test Generation Companion

Arkadii Sapozhnikov, Mitchell Olsthoorn, Annibale Panichella, Vladimir Kovalenko, Pouria Derakhshanfar

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

SciCat: A Curated Dataset of Scientific Software Repositories

Addi Malviya-Thakur, Reed Milewicz, Lavinia Paganini, Ahmed Samir Imam Mahmoud, Audris Mockus

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Automatic Generation of Test Cases based on Bug Reports: a Feasibility Study with Large Language Models

Laura Plein, Wendkûuni C. Ouédraogo, Jacques Klein, Tegawendé F. Bissyandé

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

Test Code Refactoring Unveiled: Where and How Does It Affect Test Code Quality and Effectiveness?

Luana Martins, Valeria Pontillo, Heitor Costa, Filomena Ferrucci, Fabio Palomba, Ivan Machado

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments 9 pages, 39th IEEE International Conference on Software Maintenance and Evolution (ICSME) - Registered Report

TRACED: Execution-aware Pre-training for Source Code

Yangruibo Ding, Ben Steenhoek, Kexin Pei, Gail Kaiser, Wei Le, Baishakhi Ray

专题命中 测试生成 ：code model(abstract)；分类 cs.SE

Comments Accepted by ICSE 2024 (Early Cycle). Camera-ready is in preparation

KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics

Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol

专题命中 测试生成 ：repository(abstract)；分类 cs.CL

Comments 8 pages, 2 figures, 5 tables, accepted to LREC 2022

QuSBT: Search-Based Testing of Quantum Programs

Xinyi Wang, Paolo Arcaini, Tao Yue, Shaukat Ali

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

On the Relation between Prediction and Imputation Accuracy under Missing Covariates

Burim Ramosaj, Justus Tulowietzki, Markus Pauly

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

Comments Includes supplementary material

Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study

David Guriel, Omer Goldman, Reut Tsarfaty

专题命中 测试生成 ：repository(abstract)；分类 cs.CL

Comments ACL 2022

Basic Block Coverage for Search-based Unit Testing and Crash Reproduction

Pouria Derakhshanfar, Xavier Devroey, Andy Zaidman

专题命中 测试生成 ：unit test generation(abstract)；分类 cs.SE

A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies

Jan Blumenkamp, Steven Morad, Jennifer Gielis, Qingbiao Li, Amanda Prorok

专题命中 测试生成 ：repository(abstract)；分类 cs.LG

Comments Accepted at IEEE ICRA (International Conference on Robotics and Automation) 2022 Final Version (Camera Ready)

Automating Test Case Identification in Java Open Source Projects on GitHub

Matej Madeja, Jaroslav Porubän, Michaela Bačíková, Matúš Sulír, Ján Juhár, Sergej Chodarev, Filip Gurbáľ

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments 30 pages, accepted in Computing and Informatics Journal - http://www.cai.sk, ISSN 2585-8807

Journal ref Computing and Informatics 40 (2021) 575-605

Reasoning on Multi-Relational Contextual Hierarchies via Answer Set Programming with Algebraic Measures

Loris Bozzato, Thomas Eiter, Rafael Kiesel

专题命中 测试生成 ：repository(abstract)；分类 cs.AI

Comments Paper presented at the 37th International Conference on Logic Programming (ICLP 2021). 32 pages, 17 pages are appendix. (v2 updates: updated acknowledgements, added journal reference and DOI)

Journal ref Theory and Practice of Logic Programming, 21(5):593-609, 2021

Testing Reactive Systems Using Behavioural Programming, a Model Centric Approach

Yeshayahu Weiss

专题命中 测试生成 ：code model(abstract)；分类 cs.SE

Comments 31 pages, 7 figures

Methodology for Assessing the State of the Practice for Domain X

Spencer Smith, Jacques Carette, Peter Michalski, Ao Dong, Olu Owojaiye

专题命中 测试生成 ：repository(abstract)；分类 cs.SE

Comments 35 pages, 3 figures