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Fault localization

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Showing 1–50 of 80 papers

TitleStatusHype
AutoCodeRover: Autonomous Program ImprovementCode7
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at ScaleCode3
Explaining Image Classifiers using Statistical Fault LocalizationCode1
Explaining Image Classifiers using Statistical Fault LocalizationCode1
Large Language Models for Test-Free Fault LocalizationCode1
Mutation-based Fault Localization of Deep Neural NetworksCode1
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time ComputeCode1
An Influence-based Approach for Root Cause Alarm Discovery in Telecom NetworksCode1
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
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning ProgramsCode1
TraceFL: Interpretability-Driven Debugging in Federated Learning via Neuron ProvenanceCode1
Integrating Various Software Artifacts for Better LLM-based Bug Localization and Program RepairCode1
AequeVox: Automated Fairness Testing of Speech Recognition SystemsCode0
FedDebug: Systematic Debugging for Federated Learning ApplicationsCode0
Neural Attribution for Semantic Bug-Localization in Student ProgramsCode0
NNrepair: Constraint-based Repair of Neural Network ClassifiersCode0
Path Analysis for Effective Fault Localization in Deep Neural NetworksCode0
Dynamic Neural Program Embedding for Program RepairCode0
Benchmarking and Enhancing LLM Agents in Localizing Linux Kernel BugsCode0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
CFaults: Model-Based Diagnosis for Fault Localization in C Programs with Multiple Test CasesCode0
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
Interactive ontology debugging: two query strategies for efficient fault localization—0
KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks—0
LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement—0
Learning Tractable Probabilistic Models for Fault Localization—0
Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids—0
Machine Learning-based Link Fault Identification and Localization in Complex Networks—0
MarsCode Agent: AI-native Automated Bug Fixing—0
Monitor Placement for Fault Localization in Deep Neural Network Accelerators—0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
On Expert Behaviors and Question Types for Efficient Query-Based Ontology Fault Localization—0
Optimal Positioning of PMUs for Fault Detection and Localization in Active Distribution Networks—0
Physics-Constrained Backdoor Attacks on Power System Fault Localization—0
Probabilistic Failure Analysis in Model Validation & Verification—0
Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies—0
QNNRepair: Quantized Neural Network Repair—0
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