| AutoCodeRover: Autonomous Program Improvement | Apr 8, 2024 | Bug fixingCode Search | CodeCode Available | 7 |
| HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale | Sep 9, 2024 | Code GenerationFault localization | CodeCode Available | 3 |
| Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute | Mar 31, 2025 | Fault localization | CodeCode Available | 1 |
| Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program Repair | Dec 5, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 |
| Aligning the Objective of LLM-based Program Repair | Apr 13, 2024 | Fault localizationProgram Repair | CodeCode Available | 1 |
| TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron Provenance | Dec 21, 2023 | Explainable ModelsFault localization | CodeCode Available | 1 |
| Large Language Models for Test-Free Fault Localization | Oct 3, 2023 | Fault localizationLanguage Modeling | CodeCode Available | 1 |
| Mutation-based Fault Localization of Deep Neural Networks | Sep 10, 2023 | Fault localizationPosition | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 |
| DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs | Dec 7, 2021 | Fault DetectionFault localization | CodeCode Available | 1 |
| An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks | May 7, 2021 | Causal InferenceFault localization | CodeCode Available | 1 |
| Explaining Image Classifiers using Statistical Fault Localization | Aug 1, 2020 | Fault localization | CodeCode Available | 1 |
| Explaining Image Classifiers using Statistical Fault Localization | Aug 6, 2019 | Fault localization | CodeCode Available | 1 |
| Benchmarking and Enhancing LLM Agents in Localizing Linux Kernel Bugs | May 26, 2025 | BenchmarkingFault localization | CodeCode Available | 0 |
| Data Mining-Based Techniques for Software Fault Localization | May 23, 2025 | AttributeFault localization | —Unverified | 0 |
| How Accurately Do Large Language Models Understand Code? | Apr 6, 2025 | Code GenerationCode Repair | —Unverified | 0 |
| Debugging and Runtime Analysis of Neural Networks with VLMs (A Case Study) | Mar 21, 2025 | Fault localization | —Unverified | 0 |
| Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks | Mar 3, 2025 | BlockingFault Diagnosis | —Unverified | 0 |
| Where's the Bug? Attention Probing for Scalable Fault Localization | Feb 19, 2025 | Fault localizationProgram Repair | —Unverified | 0 |
| Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces | Jan 29, 2025 | Fault localization | —Unverified | 0 |
| AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds | Jan 12, 2025 | Fault localization | —Unverified | 0 |
| The Impact of Input Order Bias on Large Language Models for Software Fault Localization | Dec 25, 2024 | Fault localizationMemorization | —Unverified | 0 |
| Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization | Dec 19, 2024 | Fault localizationProgram Repair | —Unverified | 0 |
| AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions | Nov 27, 2024 | Fault localizationScript Generation | —Unverified | 0 |
