| SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents | Jun 18, 2024 | Code GenerationCode Repair | CodeCode Available | 2 |
| CoverUp: Effective High Coverage Test Generation for Python | Mar 24, 2024 | software testing | CodeCode Available | 2 |
| On the Challenges of Fuzzing Techniques via Large Language Models | Feb 1, 2024 | software testingSurvey | CodeCode Available | 2 |
| GPflow: A Gaussian process library using TensorFlow | Oct 27, 2016 | Gaussian ProcessesGPU | CodeCode Available | 2 |
| Leveraging Large Language Models for Enhancing the Understandability of Generated Unit Tests | Aug 21, 2024 | Bug fixingDescriptive | CodeCode Available | 1 |
| Towards Principled Representation Learning from Videos for Reinforcement Learning | Mar 20, 2024 | Contrastive Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Efficient Fine-tuning of Pre-trained Code Models: An Experimental Study and Beyond | Apr 11, 2023 | software testing | CodeCode Available | 1 |
| Perfect is the enemy of test oracle | Feb 3, 2023 | software testing | CodeCode Available | 1 |
| Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery | Jan 18, 2023 | Causal Discoverysoftware testing | CodeCode Available | 1 |
| Efficient and Effective Generation of Test Cases for Pedestrian Detection -- Search-based Software Testing of Baidu Apollo in SVL | Sep 16, 2021 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Software Engineering for AI-Based Systems: A Survey | May 5, 2021 | Autonomous Drivingsoftware testing | CodeCode Available | 1 |
| Black-box Explanation of Object Detectors via Saliency Maps | Jun 5, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Navigating the growing field of research on AI for software testing -- the taxonomy for AI-augmented software testing and an ontology-driven literature survey | Jun 17, 2025 | software testing | CodeCode Available | 0 |
| Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees | Jun 17, 2025 | Code TranslationHumanEval | —Unverified | 0 |
| IntenTest: Stress Testing for Intent Integrity in API-Calling LLM Agents | Jun 9, 2025 | software testing | —Unverified | 0 |
| The Impact of Software Testing with Quantum Optimization Meets Machine Learning | Jun 2, 2025 | Defect Detectionsoftware testing | —Unverified | 0 |
| EvoGPT: Enhancing Test Suite Robustness via LLM-Based Generation and Genetic Optimization | May 18, 2025 | DiversityFault Detection | —Unverified | 0 |
| On the Need for a Statistical Foundation in Scenario-Based Testing of Autonomous Vehicles | May 4, 2025 | Autonomous Vehiclessoftware testing | —Unverified | 0 |
| Automated Unit Test Case Generation: A Systematic Literature Review | Apr 29, 2025 | software testingSystematic Literature Review | —Unverified | 0 |
| Test It Before You Trust It: Applying Software Testing for Trustworthy In-context Learning | Apr 26, 2025 | In-Context LearningPhilosophy | CodeCode Available | 0 |
| Harden and Catch for Just-in-Time Assured LLM-Based Software Testing: Open Research Challenges | Apr 23, 2025 | software testing | —Unverified | 0 |
| Expectations vs Reality -- A Secondary Study on AI Adoption in Software Testing | Apr 7, 2025 | software testing | —Unverified | 0 |
| From Code Generation to Software Testing: AI Copilot with Context-Based RAG | Apr 2, 2025 | ChatbotCode Generation | —Unverified | 0 |
| Towards Trustworthy GUI Agents: A Survey | Mar 30, 2025 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations | Mar 28, 2025 | software testing | —Unverified | 0 |
