SOTAVerified

Fault localization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 80 papers

TitleStatusHype
AutoCodeRover: Autonomous Program ImprovementCode7
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at ScaleCode3
TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron ProvenanceCode1
An Influence-based Approach for Root Cause Alarm Discovery in Telecom NetworksCode1
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time ComputeCode1
Large Language Models for Test-Free Fault LocalizationCode1
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning ProgramsCode1
DeepFD: Automated Fault Diagnosis and Localization for Deep Learning ProgramsCode1
Aligning the Objective of LLM-based Program RepairCode1
BALANCE: Bayesian Linear Attribution for Root Cause LocalizationCode1
Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program RepairCode1
Explaining Image Classifiers using Statistical Fault LocalizationCode1
Mutation-based Fault Localization of Deep Neural NetworksCode1
Explaining Image Classifiers using Statistical Fault LocalizationCode1
ConDefects: A New Dataset to Address the Data Leakage Concern for LLM-based Fault Localization and Program Repair—0
Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization—0
Cross-Lingual Transfer Learning for Statistical Type Inference—0
Data-Driven Ground-Fault Location Method in Distribution Power System With Distributed Generation—0
Data Mining-Based Techniques for Software Fault Localization—0
Debugging and Runtime Analysis of Neural Networks with VLMs (A Case Study)—0
DeepFault: Fault Localization for Deep Neural Networks—0
Detection of Coincidentally Correct Test Cases through Random Forests—0
Distribution Network Fault Prediction Utilising Protection Relay Disturbance Recordings And Machine Learning—0
Dynamic Neural Program Embeddings for Program Repair—0
Exploring Interaction Patterns for Debugging: Enhancing Conversational Capabilities of AI-assistants—0
Fault Detection and Localization in Active Distribution Networks using Optimally Placed Phasor Measurements Units—0
Fault Localization and State Estimation of Power Grid under Parallel Cyber-Physical Attacks—0
Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition—0
Fault Localization in Deep Learning-based Software: A System-level Approach—0
Fault Localization via Fine-tuning Large Language Models with Mutation Generated Stack Traces—0
Feedback-Generation for Programming Exercises With GPT-4—0
FetaFix: Automatic Fault Localization and Repair of Deep Learning Model Conversions—0
Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?—0
Generation of Uncorrelated Residual Variables for Chemical Process Fault Diagnosis via Transfer Learning-based Input-Output Decoupled Network—0
How Accurately Do Large Language Models Understand Code?—0
Which Neural Network to Choose for Post-Fault Localization, Dynamic State Estimation and Optimal Measurement Placement in Power Systems?—0
AEGIS: An Agent-based Framework for General Bug Reproduction from Issue Descriptions—0
A Fault Localization and Debugging Support Framework driven by Bug Tracking Data—0
AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5?—0
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds—0
An Empirical Study on LLM-based Agents for Automated Bug Fixing—0
A New Expert Questioning Approach to More Efficient Fault Localization in Ontologies—0
A novel fault localization with data refinement for hydroelectric units—0
Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems—0
Building AI Agents for Autonomous Clouds: Challenges and Design Principles—0
Causality-based Neural Network Repair—0
Causal Reasoning in Software Quality Assurance: A Systematic Review—0
Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight—0
Clustered Policy Decision Ranking—0
Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies—0
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.