Automated Testing Tools and Software Reliability: A Systematic Mapping

Authors: Farias, Artur S., Rocha, Rodrigo, Dantas, Jamilson

Source: 2026 21st Conference on Computer Science and Intelligence Systems (FedCSIS) Computer Science and Intelligence Systems (FedCSIS), 2026 21st Conference on. :285-295 Aug, 2026

Relation: 2026 21st Conference on Computer Science and Intelligence Systems (FedCSIS)

Documentation vs. Code Patterns: What Drives LLM-Based Exception Oracle Generation?

Authors: Hossain, Soneya Binta, Dwyer, Matthew B., Tasnim, Tasfia

Source: Proceedings of the 41st IEEE/ACM International Conference on Automated Software Engineering. :2127-2138

Availability: http://dl.acm.org/doi/10.1145/3832783.3837464

Quality Assurance for AI-Generated Code: A Framework for Validating LLM-Produced Software in Production Environments

Authors: Suryanarayanan, Somasundaraprabhu

Source: 2026 4th International Conference on Inventive Computing and Informatics (ICICI) Inventive Computing and Informatics (ICICI), 2026 4th International Conference on. :1860-1867 Jun, 2026

Relation: 2026 4th International Conference on Inventive Computing and Informatics (ICICI)

TestForge: Benchmarking LLM-Based Test Case Generation

Authors: Vieira, Marco, Shah, Bhavain, Shah, Priyam Ashish

Source: 2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) SANER Software Analysis, Evolution and Reengineering (SANER), 2026 IEEE International Conference on. :48-59 Mar, 2026

Relation: 2026 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Enhancing Software Quality Engineering in Enterprise Systems Using Predictive and Generative AI

Authors: Singireddy, Srikanth, Sivagnanam, Abinaya Mettupatti, Surianarayanan, Gayathri

Source: SoutheastCon 2026 SoutheastCon, 2026. :1-6 Feb, 2026

Relation: SoutheastCon 2026

Automated Software Test Generation at Industry Scale Using a Multi-Agent Architecture and Workflow Integration

Authors: Rastenis, Matas, Chou, Ben, Choudhary, Shauvik Roy, Just, René

Source: Proceedings of the IEEE/ACM 48th International Conference on Software Engineering: Software Engineering in Practice. :808-818

Availability: http://dl.acm.org/doi/10.1145/3786583.3786918

LLM-Powered On-Demand Test Suites in Self-Graded Student Programming Assignments

Authors: Liu, Chang

Source: Proceedings of the 3rd International Workshop on Large Language Models For Code. :192-196

Availability: http://dl.acm.org/doi/10.1145/3786181.3788709

DeepBreak: Deep Learning-Guided Hybrid Evolutionary Search for Crash Reproduction

Authors: Yang, Yiting

Source: 2026 6th International Conference on Consumer Electronics and Computer Engineering (ICCECE) Consumer Electronics and Computer Engineering (ICCECE), 2026 6th International Conference on. :359-363 Jan, 2026

Relation: 2026 6th International Conference on Consumer Electronics and Computer Engineering (ICCECE)

AI and Machine Learning Powered Impacted Test Case Generation From Multimodal User Stories Using Retrieval Augmented Generation

Authors: Durai, S, Komala, Saddapalli, Dillep, G

Source: 2026 5th International Conference on Communication, Computing and Electronics Systems (ICCCES) Communication, Computing and Electronics Systems (ICCCES), 2026 5th International Conference on. :1680-1687 Jan, 2026

Relation: 2026 5th International Conference on Communication, Computing and Electronics Systems (ICCCES)

Multi-Agent Systems in Software Testing: From Planning to Reporting

Authors: Usman, Muhammad, Bibi, Nazia, Basit, Jamshaid, Basharat, W. A., Salaar, Muhammad, Amir, H. B.

Source: 2025 27th International Multitopic Conference (INMIC) Multitopic Conference (INMIC), 2025 27th International. :1-6 Dec, 2025

Relation: 2025 27th International Multitopic Conference (INMIC)

LLMs are All You Need? Improving Fuzz Testing for MOJO with Large Language Models

Authors: Huang, Linghan, Zhao, Peizhou, Chen, Huaming

Source: 2025 32nd Asia-Pacific Software Engineering Conference (APSEC) APSEC Software Engineering Conference (APSEC), 2025 32nd Asia-Pacific. :551-562 Dec, 2025

Relation: 2025 32nd Asia-Pacific Software Engineering Conference (APSEC)

Hybrid Fuzzing with LLM-Guided Input Mutation and Semantic Feedback

Authors: Lin, Shiyin

Source: 2025 Cyber Awareness and Research Symposium (CARS) Cyber Awareness and Research Symposium (CARS), 2025. :1-9 Oct, 2025

Relation: 2025 Cyber Awareness and Research Symposium (CARS)

Automated Software Test Case Generation Using Directional Partially Weighted Ensemble Large Language Models With Retrieval-Augmented Generation (RAG)

Authors: Sisomboon, W., Kaewyotha, J., Songpan, W.

Source: IEEE Access Access, IEEE. 14:31124-31145 2026

On the Challenges of Fuzzing Techniques via Large Language Models

Authors: Huang, Linghan, Zhao, Peizhou, Ma, Lei, Chen, Huaming

Source: 2025 IEEE International Conference on Software Services Engineering (SSE) SSE Software Services Engineering (SSE), 2025 IEEE International Conference on. :162-171 Jul, 2025

Relation: 2025 IEEE International Conference on Software Services Engineering (SSE)

Evaluating Reinforcement learning for Error Detection in Model-Based Testing

Authors: Ramirez-Mendez, Jose, Quesada-Lopez, Christian

Source: 2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA) Software Engineering Research, Management and Applications (SERA), 2025 IEEE/ACIS 23rd International Conference on. :151-157 May, 2025

Relation: 2025 IEEE/ACIS 23rd International Conference on Software Engineering Research, Management and Applications (SERA)

LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine

Authors: Isaku, Erblin, Laaber, Christoph, Sartaj, Hassan, Ali, Shaukat, Schwitalla, Thomas, Nygard, Jan F.

Source: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST) Software Testing, Verification and Validation (ICST), 2025 IEEE Conference on. :429-440 Mar, 2025

Relation: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST)

Evaluation of Quality, Effectiveness, and Reproducibility of AI-Generated Unit Tests Through Mutation Testing Techniques

Authors: Mnich, Michał^Aff9, Roman, Adam^Aff9, Pośpieszny, Arkadiusz^Aff9

Contributors: Hartmanis, Juris, Founding Editor^Aff1, Goos, Gerhard, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Berger, Christian, editor^Aff7, Klös, Verena, editor^Aff8

Source: Software Engineering and Advanced Applications : 52nd Euromicro Conference, SEAA 2026, Kraków, Poland, September 2–4, 2026, Proceedings, Part I. 16863:471-487

A Metaheuristic and Neural Network-Based Framework for Automated Software Test Oracles Under Limited Test Data Conditions

Authors: Bahman Arasteh, Faruk Bulut, Ibrahim Furkan Ince, Seyed Salar Sefati, Huseyin Kusetogullari, Farzad Kiani

Contributors: İstanbul Beykent Univeristy Institutional Repository

Source: Journal of Electronic Testing. 41:651-671

Subject Terms: Imperialist Competitive Algorithm, Hamming distance, Hamming Distance, Imperialist competitive algorithm, Automated Software Testing, Multi-Layer perceptron (MLP), Automated software testing, Redundant input data, Redundant Input Data

File Description: application/pdf

Access URL: https://hdl.handle.net/11352/5739
https://orcid.org/0000-0001-5202-6315

A Road to Find Them All: Towards an Agnostic Strategy for Test Smell Detection

Authors: Lopes, Gustavo, Romão, Davi, Soares, Elvys, Ribeiro, Márcio, Amaral, Guilherme, Gheyi, Rohit, Machado, Ivan

Source: Proceedings of the XXIII Brazilian Symposium on Software Quality. :231-241

Availability: http://dl.acm.org/doi/10.1145/3701625.3701662

Semantic Log Partitioning: Towards Automated Root Cause Analysis

Authors: Afshinpour, Bahareh, Amini, Massih-Reza, Groz, Roland

Source: 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS) QRS Software Quality, Reliability and Security (QRS), 2024 IEEE 24th International Conference on. :639-648 Jul, 2024

Relation: 2024 IEEE 24th International Conference on Software Quality, Reliability and Security (QRS)