Deep Learning Framework Testing via Model Mutation: How Far Are We?
IEEE Transactions on Software Engineering
Drivence: Realistic Driving Sequence Synthesis for Testing Multi-Sensor Fusion Perception Systems
IEEE Transactions on Software Engineering
Human Cognitive Pattern Simulation for Crowdsourced Test Report Consistency Detection
IEEE Transactions on Software Engineering
Scalpel: Automotive Deep Learning Framework Testing via Assembling Model Components
IEEE/ACM International Conference on Software Engineering (ICSE)
Vision-Based Mobile App GUI Testing: A Survey
ACM Computing Surveys
A Large-Scale Empirical Study on Fine-Tuning Large Language Models for Unit Testing
International Symposium on Software Testing and Analysis (ISSTA)
ACTesting: Automated Cross-modal Testing Method of Text-to-Image Software
ACM Transactions on Software Engineering and Methodology
Automated Detection and Repair of Floating-point Precision Problems in Convolutional Neural Network Operators
ACM Transactions on Software Engineering and Methodology
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction
International Symposium on Software Testing and Analysis (ISSTA)
DeepKernel: 2D-kernels clustering based mutant reduction for cost-effective deep learning model testing
Journal of Systems and Software
Eliminating Backdoors in Neural Code Models for Secure Code Understanding
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
Enhanced Prompting Framework for Code Summarization with Large Language Models
International Symposium on Software Testing and Analysis (ISSTA)
Exploring Automated Assertion Generation via Large Language Models
ACM Transactions on Software Engineering and Methodology
FunFuzz: Greybox Fuzzing with Function Significance
ACM Transactions on Software Engineering and Methodology
Hidden Backdoor Attack against Neural Code Search Models
ACM Transactions on Software Engineering and Methodology
Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-Trained Language Models
ACM Transactions on Software Engineering and Methodology
Improving Deep Learning Framework Testing with Model-Level Metamorphic Testing
International Symposium on Software Testing and Analysis (ISSTA)
Improving Retrieval-Augmented Deep Assertion Generation via Joint Training
IEEE Transactions on Software Engineering
Multi-dimensional Assessment of Crowdsourced Testing Reports via LLMs
International Conference on Automated Software Engineering (ASE)
Mutual Information Guided Backdoor Mitigation for Pre-Trained Encoders
IEEE Transactions on Information Forensics and Security
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
IEEE Transactions on Intelligent Transportation Systems
Pre-trained Model-based Actionable Warning Identification: A Feasibility Study
ACM Transactions on Software Engineering and Methodology
Redefining crowdsourced test report prioritization: An innovative approach with large language model
Information and Software Technology
Security of Language Models for Code: A Systematic Literature Review
ACM Transactions on Software Engineering and Methodology
Source Code Summarization in the Era of Large Language Models
International Conference on Software Engineering (ICSE)
Spatial Semantic Fuzzing for LiDAR-Based Autonomous Driving Perception Systems
IEEE Transactions on Software Engineering
Test Script Intention Generation for Mobile Application via GUI Image and Code Understanding
ACM Transactions on Software Engineering and Methodology
Text–image fusion template for large language model assisted crowdsourcing test aggregation
Journal of Systems and Software
Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Understanding LLM-Centric Challenges for Deep Learning Frameworks: An Empirical Analysis
ACM Transactions on Software Engineering and Methodology
When Autonomous Vehicle Meets V2X Cooperative Perception: How Far Are We?
IEEE/ACM International Conference on Automated Software Engineering (ASE)
A Large-Scale Empirical Study of Actionable Warning Distribution Within Projects
IEEE Transactions on Dependable and Secure Computing
A Survey of Learning-based Method Name Prediction
ACM Transactions on Software Engineering and Methodology
A Survey of Source Code Search: A 3-Dimensional Perspective
ACM Transactions on Software Engineering and Methodology
A Systematic Literature Review on Large Language Models for Automated Program Repair
ACM Transactions on Software Engineering and Methodology
An Extractive-and-Abstractive Framework for Source Code Summarization
ACM Transactions on Software Engineering and Methodology
APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models
IEEE Transactions on Software Engineering
Benchmarking Object Detection Robustness against Real-World Corruptions
International Journal of Computer Vision
CooTest: An Automated Testing Approach for V2X Communication Systems
International Symposium on Software Testing and Analysis (ISSTA)
COPS: An improved information retrieval-based bug localization technique using context-aware program simplification
Journal of Systems and Software
Coverage Goal Selector for Combining Multiple Criteria in Search-Based Unit Test Generation
IEEE Transactions on Software Engineering
DevMuT: Testing Deep Learning Framework via Developer Expertise-Based Mutation
International Conference on Automated Software Engineering (ASE)
DiPri: Distance-Based Seed Prioritization for Greybox Fuzzing
ACM Transactions on Software Engineering and Methodology
Effective, Platform-Independent GUI Testing via Image Embedding and Reinforcement Learning
ACM Transactions on Software Engineering and Methodology
Enhanced Crowdsourced Test Report Prioritization via Image-and-Text Semantic Understanding and Feature Integration
IEEE Transactions on Software Engineering
Esale: Enhancing Code-Summary Alignment Learning for Source Code Summarization
IEEE Transactions on Software Engineering
Improving actionable warning identification via the refined warning-inducing context representation
Science China Information Sciences
Machine Translation Testing via Syntactic Tree Pruning
ACM Transactions on Software Engineering and Methodology
MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems
International Conference on Software Engineering (ICSE)
Mutation-Based Deep Learning Framework Testing Method in JavaScript Environment
International Conference on Automated Software Engineering (ASE)
Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms
International Conference on Software Engineering (ICSE)
Practical, Automated Scenario-Based Mobile App Testing
IEEE Transactions on Software Engineering
Semantic-guided fuzzing for virtual testing of autonomous driving systems
Journal of Systems and Software
Semi-supervised Crowdsourced Test Report Clustering via Screenshot-Text Binding Rules
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing
International Conference on Automated Software Engineering (ASE)
Test Case Generation for Ethereum Smart Contracts Based on Cross-Contract Data Flow Analysis
IEEE Transactions on Reliability
Towards General Robustness Verification of MaxPool-Based Convolutional Neural Networks via Tightening Linear Approximation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation
IEEE Transactions on Software Engineering
A Survey of Learning-based Automated Program Repair
ACM Transactions on Software Engineering and Methodology
An Empirical Study of Class Rebalancing Methods for Actionable Warning Identification
IEEE Transactions on Reliability
Are duplicates really harmful? An empirical study on bug report summarization techniques
Journal of Software: Evolution and Process
Backdooring Neural Code Search
Annual Meeting of the Association for Computational Linguistics (ACL)
Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
Crowdsourced test case generation for android applications via static program analysis
Automated Software Engineering
Deep learning framework testing via hierarchical and heuristic model generation
Journal of Systems and Software
Dynamic Data Fault Localization for Deep Neural Networks
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
Evaluating Ethereum Reentrancy Detection Tools via Mutation Testing
IEEE International Symposium on Software Reliability Engineering (ISSRE)
Gamma: Revisiting Template-Based Automated Program Repair Via Mask Prediction
International Conference on Automated Software Engineering (ASE)
Generation-based Differential Fuzzing for Deep Learning Libraries
ACM Transactions on Software Engineering and Methodology
Iterative Android automated testing
Frontiers of Computer Science
Mobile App Crowdsourced Test Report Consistency Detection via Deep Image-and-Text Fusion Understanding
IEEE Transactions on Software Engineering
Pre-Trained Model-Based Automated Software Vulnerability Repair: How Far are We?
IEEE Transactions on Dependable and Secure Computing
Security-based code smell definition, detection, and impact quantification in Android
Software: Practice and Experience
Test Report Generation for Android App Testing Via Heterogeneous Data Analysis
IEEE Transactions on Software Engineering
Adaptive Test Selection for Deep Neural Networks
International Conference on Software Engineering (ICSE)
ASRTest: automated testing for deep-neural-network-driven speech recognition systems
International Symposium on Software Testing and Analysis (ISSTA)
CIRCLE: continual repair across programming languages
International Symposium on Software Testing and Analysis (ISSTA)
Classifying crowdsourced mobile test reports with image features: An empirical study
Journal of Systems and Software
Code Search based on Context-aware Code Translation
International Conference on Software Engineering (ICSE)
DeepState: Selecting Test Suites to Enhance the Robustness of Recurrent Neural Networks
International Conference on Software Engineering (ICSE)
ElecDaug: Electromagnetic Data Augmentation for Model Repair based on Metamorphic Relation
International Conference on Automated Software Engineering (ASE)
Leveraging Android Automated Testing to Assist Crowdsourced Testing
IEEE Transactions on Software Engineering
LiRTest: augmenting LiDAR point clouds for automated testing of autonomous driving systems
International Symposium on Software Testing and Analysis (ISSTA)
Locality-based security bug report identification via active learning
Information and Software Technology
META: Multidimensional Evaluation of Testing Ability
International Conference on Software Engineering (ICSE)
QATest: A Uniform Fuzzing Framework for Question Answering Systems
International Conference on Automated Software Engineering (ASE)
RULER: discriminative and iterative adversarial training for deep neural network fairness
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
Selectively Combining Multiple Coverage Goals in Search-Based Unit Test Generation
International Conference on Automated Software Engineering (ASE)
SemCluster: a semi-supervised clustering tool for crowdsourced test reports with deep image understanding
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE/ESEC)
TauLiM: Test Data Augmentation of LiDAR Point Cloud by Metamorphic Relation
International Conference on Software Engineering (ICSE)
TauPad: Test Data Augmentation of Point Clouds by Adversarial Mutation
International Conference on Software Engineering (ICSE)
Test case prioritization using partial attention
Journal of Systems and Software
Test case recommendation based on balanced distance of test targets
Information and Software Technology
UniRLTest: universal platform-independent testing with reinforcement learning via image understanding
International Symposium on Software Testing and Analysis (ISSTA)
DialTest: automated testing for recurrent-neural-network-driven dialogue systems
International Symposium on Software Testing and Analysis (ISSTA)
Duo: Differential Fuzzing for Deep Learning Operators
IEEE Transactions on Reliability
Graph-based Fuzz Testing for Deep Learning Inference Engines
International Conference on Software Engineering (ICSE)
Guest Editorial: A Retrospective of Special Sections on Software Testing and Program Analysis
IEEE Transactions on Reliability
Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing
International Conference on Software Engineering (ICSE)
Predoo: precision testing of deep learning operators
International Symposium on Software Testing and Analysis (ISSTA)
Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding
International Conference on Software Engineering (ICSE)
Smart Contract Development: Challenges and Opportunities
IEEE Transactions on Software Engineering
TauMed: test augmentation of deep learning in medical diagnosis
International Symposium on Software Testing and Analysis (ISSTA)
Crowdsourced Requirements Generation for Automatic Testing via Knowledge Graph
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DeepGini: prioritizing massive tests to enhance the robustness of deep neural networks
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
Functional code clone detection with syntax and semantics fusion learning
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
HomoTR: Online Test Recommendation System Based on Homologous Code Matching
IEEE/ACM International Conference on Automated Software Engineering (ASE)
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TauJud: Test Augmentation of Machine Learning in Judicial Documents
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Test recommendation system based on slicing coverage filtering
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
A Unified Framework for Bug Report Assignment
International Journal of Software Engineering and Knowledge Engineering
CoCoTest: collaborative crowdsourced testing for Android applications
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
CTRAS: a tool for aggregating and summarizing crowdsourced test reports
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
CTRAS: crowdsourced test report aggregation and summarization
IEEE/ACM International Conference on Software Engineering (ICSE)
File-level socio-technical congruence and its relationship with bug proneness in OSS projects
Journal of Systems and Software
Global optimization of numerical programs via prioritized stochastic algebraic transformations
IEEE/ACM International Conference on Software Engineering (ICSE)
How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects
Empirical Software Engineering
LIRAT: Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform
IEEE/ACM International Conference on Automated Software Engineering (ASE)
MuSC: A Tool for Mutation Testing of Ethereum Smart Contract
IEEE/ACM International Conference on Automated Software Engineering (ASE)
NeuralVis: Visualizing and Interpreting Deep Learning Models
IEEE/ACM International Conference on Automated Software Engineering (ASE)
Successes, challenges, and rethinking - an industrial investigation on crowdsourced mobile application testing
Empirical Software Engineering
How practitioners perceive automated bug report management techniques
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Eric Wong, Zhenyu Chen, Yabin Wang. Effective software fault localization using predicted execution results
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Software Numerical Instability Detection and Diagnosis by Combining Stochastic and Infinite-Precision Testing
IEEE Transactions on Software Engineering
Multi-objective test report prioritization using image understanding
IEEE/ACM International Conference on Automated Software Engineering (ASE)
Revisit of automatic debugging via human focus-tracking analysis
IEEE/ACM International Conference on Software Engineering (ICSE)
SITAR: GUI Test Script Repair
IEEE Transactions on Software Engineering
Verifying Synchronization for Atomicity Violation Fixing
IEEE Transactions on Software Engineering
EFSM-Based Test Case Generation: Sequence, Data, and Oracle
International Journal of Software Engineering and Knowledge Engineering
Test report prioritization to assist crowdsourced testing
ACM International Conference on the Foundations of Software Engineering (FSE)
Virtual DOM coverage for effective testing of dynamic web applications
ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)
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