| AutoCodeRover: Autonomous Program Improvement | Apr 8, 2024 | Bug fixingCode Search | CodeCode Available | 7 | 5 |
| HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale | Sep 9, 2024 | Code GenerationFault localization | CodeCode Available | 3 | 5 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 | 5 |
| Mutation-based Fault Localization of Deep Neural Networks | Sep 10, 2023 | Fault localizationPosition | CodeCode Available | 1 | 5 |
| DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs | Dec 7, 2021 | Fault DetectionFault localization | CodeCode Available | 1 | 5 |
| Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute | Mar 31, 2025 | Fault localization | CodeCode Available | 1 | 5 |
| Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program Repair | Dec 5, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 | 5 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 | 5 |
| An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks | May 7, 2021 | Causal InferenceFault localization | CodeCode Available | 1 | 5 |
| Large Language Models for Test-Free Fault Localization | Oct 3, 2023 | Fault localizationLanguage Modeling | CodeCode Available | 1 | 5 |
| Explaining Image Classifiers using Statistical Fault Localization | Aug 1, 2020 | Fault localization | CodeCode Available | 1 | 5 |
| Explaining Image Classifiers using Statistical Fault Localization | Aug 6, 2019 | Fault localization | CodeCode Available | 1 | 5 |
| Aligning the Objective of LLM-based Program Repair | Apr 13, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 | 5 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| AequeVox: Automated Fairness Testing of Speech Recognition Systems | Oct 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Path Analysis for Effective Fault Localization in Deep Neural Networks | Oct 29, 2023 | Fault DetectionFault localization | CodeCode Available | 0 | 5 |
| NNrepair: Constraint-based Repair of Neural Network Classifiers | Mar 23, 2021 | Fault localization | CodeCode Available | 0 | 5 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| CFaults: Model-Based Diagnosis for Fault Localization in C Programs with Multiple Test Cases | Jul 12, 2024 | Fault localization | CodeCode Available | 0 | 5 |
| Dynamic Neural Program Embedding for Program Repair | Nov 20, 2017 | Fault localizationProgram Repair | CodeCode Available | 0 | 5 |
| Benchmarking and Enhancing LLM Agents in Localizing Linux Kernel Bugs | May 26, 2025 | BenchmarkingFault localization | CodeCode Available | 0 | 5 |
| FedDebug: Systematic Debugging for Federated Learning Applications | Jan 9, 2023 | Fault localizationFederated Learning | CodeCode Available | 0 | 5 |
| Neural Attribution for Semantic Bug-Localization in Student Programs | Dec 1, 2019 | Fault localization | CodeCode Available | 0 | 5 |
| Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems | Oct 14, 2022 | Anomaly DetectionFault localization | —Unverified | 0 | 0 |
| Cross-Lingual Transfer Learning for Statistical Type Inference | Jul 1, 2021 | Code SummarizationCross-Lingual Transfer | —Unverified | 0 | 0 |
