| A novel fault localization with data refinement for hydroelectric units | May 30, 2024 | Fault localizationGenerative Adversarial Network | —Unverified | 0 |
| Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network | Apr 29, 2024 | Chemical ProcessDiagnostic | —Unverified | 0 |
| Tasks People Prompt: A Taxonomy of LLM Downstream Tasks in Software Verification and Falsification Approaches | Apr 14, 2024 | ArticlesFault localization | —Unverified | 0 |
| Aligning the Objective of LLM-based Program Repair | Apr 13, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 |
| AutoCodeRover: Autonomous Program Improvement | Apr 8, 2024 | Bug fixingCode Search | CodeCode Available | 7 |
| Feedback-Generation for Programming Exercises With GPT-4 | Mar 7, 2024 | Fault localization | —Unverified | 0 |
| Data-Driven Ground-Fault Location Method in Distribution Power System With Distributed Generation | Feb 22, 2024 | Fault localization | —Unverified | 0 |
| KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks | Feb 11, 2024 | DiagnosticFault Detection | —Unverified | 0 |
| Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants | Feb 9, 2024 | Fault localization | —Unverified | 0 |
| FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions | Dec 22, 2023 | Deep LearningFault localization | —Unverified | 0 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Monitor Placement for Fault Localization in Deep Neural Network Accelerators | Nov 28, 2023 | Fault localization | —Unverified | 0 |
| A Data-Driven Approach for High-Impedance Fault Localization in Distribution Systems | Nov 26, 2023 | Fault localization | —Unverified | 0 |
| Clustered Policy Decision Ranking | Nov 21, 2023 | Fault localizationReinforcement Learning (RL) | —Unverified | 0 |
| Path Analysis for Effective Fault Localization in Deep Neural Networks | Oct 29, 2023 | Fault DetectionFault localization | CodeCode Available | 0 |
| ConDefects: A New Dataset to Address the Data Leakage Concern for LLM-based Fault Localization and Program Repair | Oct 25, 2023 | BenchmarkingFault localization | —Unverified | 0 |
| AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? | Oct 24, 2023 | Code GenerationFault localization | —Unverified | 0 |
| Large Language Models for Test-Free Fault Localization | Oct 3, 2023 | Fault localizationLanguage Modeling | CodeCode Available | 1 |
| Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? | Oct 3, 2023 | Fault localizationTranslation | —Unverified | 0 |
| Mutation-based Fault Localization of Deep Neural Networks | Sep 10, 2023 | Fault localizationPosition | CodeCode Available | 1 |
| SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs? | Jul 13, 2023 | Binary ClassificationBug fixing | —Unverified | 0 |
| QNNRepair: Quantized Neural Network Repair | Jun 23, 2023 | Data Free QuantizationFault localization | —Unverified | 0 |
| Distribution Network Fault Prediction Utilising Protection Relay Disturbance Recordings And Machine Learning | Jun 22, 2023 | Fault localization | —Unverified | 0 |
| Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition | Jun 10, 2023 | Deep LearningFault localization | —Unverified | 0 |
| Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids | Mar 28, 2023 | Defect DetectionFault Detection | —Unverified | 0 |
