Latest Research in Software Testing and Debugging Techniques

40 research papers · 2026 median publication year

Top Research Topics in Software Testing and Debugging Techniques

Highest-Cited Papers

  1. PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation
  2. OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing
  3. Character Iconicity vs. Arbitrariness: An Arabic NLP Perspective
  4. AcoustiTrace: When Plausible Sound Violates Physics
  5. A Machine Learning-Powered Solution for Safe Autonomous Robotic Ground Navigation in Cyber-Contested Environments
  6. Algorithm-driven Development: A Proactive Approach to Improving Software Quality and Reducing Defects
  7. The A Priori Delphic Decision Model: Expert Judgment, Iterative Convergence, Weighted Factors, and the Actualization of Possible Futures
  8. EduPluginBench: Executable Assurance for AI-Generated Educational Plugins
  9. Risk-Aware LLM Agents for Geospatial Data Retrieval: Design and Preliminary Adversarial Evaluation
  10. RISK-CONTROLLED MIGRATION OF LARGE-SCALE MANUAL TEST SUITES TO AUTOMATION PIPELINES USING RETRIEVAL-AUGMENTED GENERATION
  11. On the construction of geographical maps: Lagrange, Chebyshev, Darboux and Milnor
  12. Configuration Smells in AGENTS.md Files: Common Mistakes in Configuring Coding Agents
  13. Software Clustering Reframed
  14. Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models
  15. Input Relation Prompting for Metamorphic Testing on Query-Based Systems
  16. HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows
  17. Is an Apple an Orange? A Large Language Model Benchmark for Candidate Term Extraction and Subclass Decisions Against Upper Ontologies in Engineering and Materials Science
  18. Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice
  19. Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests (1 citations)
  20. Beyond Exact Match: How Evaluation Methodology Dominates Model Choice in LLM-Based Product Attribute Extraction
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2026 AUG Q1

Software Testing and Debugging Techniques

40 papers

Top Topics (10)

Software Engineering12
Software Testing and Debugging Techniques2
Emerging Technologies1
Computer Vision and Pattern Recognition1
Computation and Language1
Multimedia1
Autonomous Vehicle Technology and Safety1
Delphi Technique in Research1
Geographic Information Systems Studies1
Differential Geometry1

Top Publications (20)

1.PICopilot: An LLM-based Agentic Framework for Assisting Photonic Integrated Circuit Design via Script Generation2.OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing3.Character Iconicity vs. Arbitrariness: An Arabic NLP Perspective4.AcoustiTrace: When Plausible Sound Violates Physics5.A Machine Learning-Powered Solution for Safe Autonomous Robotic Ground Navigation in Cyber-Contested Environments6.Algorithm-driven Development: A Proactive Approach to Improving Software Quality and Reducing Defects7.The A Priori Delphic Decision Model: Expert Judgment, Iterative Convergence, Weighted Factors, and the Actualization of Possible Futures8.EduPluginBench: Executable Assurance for AI-Generated Educational Plugins9.Risk-Aware LLM Agents for Geospatial Data Retrieval: Design and Preliminary Adversarial Evaluation10.RISK-CONTROLLED MIGRATION OF LARGE-SCALE MANUAL TEST SUITES TO AUTOMATION PIPELINES USING RETRIEVAL-AUGMENTED GENERATION11.On the construction of geographical maps: Lagrange, Chebyshev, Darboux and Milnor12.Configuration Smells in AGENTS.md Files: Common Mistakes in Configuring Coding Agents13.Software Clustering Reframed14.Repository-Aware Metamorphic Relation Generation for Augmented Reality Applications using Large Language Models15.Input Relation Prompting for Metamorphic Testing on Query-Based Systems16.HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows17.Is an Apple an Orange? A Large Language Model Benchmark for Candidate Term Extraction and Subclass Decisions Against Upper Ontologies in Engineering and Materials Science18.Are Production Cloud Skills Adequately Tested? Measuring and Governing Skill Test Coverage in Practice19.Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests1c20.Beyond Exact Match: How Evaluation Methodology Dominates Model Choice in LLM-Based Product Attribute Extraction
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