| Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? | Oct 3, 2023 | Fault localizationTranslation | —Unverified | 0 |
| 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 |
| FedDebug: Systematic Debugging for Federated Learning Applications | Jan 9, 2023 | Fault localizationFederated Learning | CodeCode Available | 0 |
| Physics-Constrained Backdoor Attacks on Power System Fault Localization | Nov 7, 2022 | Fault localization | —Unverified | 0 |
| Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems | Oct 14, 2022 | Anomaly DetectionFault localization | —Unverified | 0 |
| Causality-based Neural Network Repair | Apr 20, 2022 | Decision MakingFairness | —Unverified | 0 |
| Fault Detection and Localization in Active Distribution Networks using Optimally Placed Phasor Measurements Units | Apr 12, 2022 | Fault DetectionFault localization | —Unverified | 0 |
| AequeVox: Automated Fairness Testing of Speech Recognition Systems | Oct 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Cross-Lingual Transfer Learning for Statistical Type Inference | Jul 1, 2021 | Code SummarizationCross-Lingual Transfer | —Unverified | 0 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Optimal Positioning of PMUs for Fault Detection and Localization in Active Distribution Networks | Apr 15, 2021 | Fault DetectionFault localization | —Unverified | 0 |
| Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems? | Apr 7, 2021 | Fault localizationState Estimation | —Unverified | 0 |
| NNrepair: Constraint-based Repair of Neural Network Classifiers | Mar 23, 2021 | Fault localization | CodeCode Available | 0 |
| A Fault Localization and Debugging Support Framework driven by Bug Tracking Data | Mar 3, 2021 | Fault localization | —Unverified | 0 |
| Detection of Coincidentally Correct Test Cases through Random Forests | Jun 14, 2020 | Ensemble LearningFault localization | —Unverified | 0 |
| On Expert Behaviors and Question Types for Efficient Query-Based Ontology Fault Localization | Jan 16, 2020 | Fault localization | —Unverified | 0 |
| Neural Attribution for Semantic Bug-Localization in Student Programs | Dec 1, 2019 | Fault localization | CodeCode Available | 0 |
| A New Expert Questioning Approach to More Efficient Fault Localization in Ontologies | Mar 31, 2019 | Fault localization | —Unverified | 0 |
| DeepFault: Fault Localization for Deep Neural Networks | Feb 15, 2019 | Autonomous VehiclesDNN Testing | —Unverified | 0 |
| Machine Learning-based Link Fault Identification and Localization in Complex Networks | Dec 10, 2018 | BIG-bench Machine LearningFault localization | —Unverified | 0 |
| Dynamic Neural Program Embeddings for Program Repair | Jan 1, 2018 | Code CompletionFault localization | —Unverified | 0 |
