| An Empirical Study on LLM-based Agents for Automated Bug Fixing | Nov 15, 2024 | Bug fixingFault localization | —Unverified | 0 |
| Fault Localization in Deep Learning-based Software: A System-level Approach | Nov 12, 2024 | Fault localization | —Unverified | 0 |
| LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement | Sep 21, 2024 | Fault localization | —Unverified | 0 |
| Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization | Sep 19, 2024 | Contrastive LearningFault localization | —Unverified | 0 |
| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —Unverified | 0 |
| MarsCode Agent: AI-native Automated Bug Fixing | Sep 2, 2024 | Bug fixingCode Completion | —Unverified | 0 |
| Causal Reasoning in Software Quality Assurance: A Systematic Review | Aug 30, 2024 | ArticlesCausal Discovery | —Unverified | 0 |
| Building AI Agents for Autonomous Clouds: Challenges and Design Principles | Jul 16, 2024 | Code GenerationFault localization | —Unverified | 0 |
| CFaults: Model-Based Diagnosis for Fault Localization in C Programs with Multiple Test Cases | Jul 12, 2024 | Fault localization | CodeCode Available | 0 |
| Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight | Jul 11, 2024 | Causal DiscoveryFault localization | —Unverified | 0 |
| SLIM: a Scalable Light-weight Root Cause Analysis for Imbalanced Data in Microservice | May 31, 2024 | Fault localization | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
