Mike Papadakis
- Large Language Models in Fault Localisation
2023/08/29 by Yonghao Wu, Wu, Yonghao, Zheng Li +9 · 10 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Semantic Fuzzing with Zest
2018/11/30 by Rohan Padhye, Caroline Lemieux, Koushik Sen +2 · 1 voice · 1 citation
Computer Science · #cs.SE
- Automatic Testing and Improvement of Machine Translation
2019/10/07 by Zeyu Sun, Jie M. Zhang, Sun, Zeyu +7 · 3 citations
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Natural Language Processing Techniques
- Where Linux Breaks Under Radiation: A Cross-Architecture Kernel-Level Characterization of Proton-Induced Failures in COTS SoCs
2025/03/05 by Saad Memon, Memon, Saad, Rafał Graczyk +16 · 2 voices
Engineering · #Radiation Effects in Electronics #Space Technology and Applications #Spacecraft Design and Technology #cs.AR #cs.OS
- Adversarial Robustness in Multi-Task Learning: Promises and Illusions
2021/10/26 by Salah Ghamizi, Ghamizi, Salah, Maxime Cordy +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LGV: Boosting Adversarial Example Transferability from Large Geometric Vicinity
2022/07/26 by Martin Gubri, Maxime Cordy, Gubri, Martin +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study
2023/03/13 by Zeming Dong, Dong, Zeming, Qiang Hu +13 · 2 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software System Performance and Reliability
- Selecting Fault Revealing Mutants
2018/03/21 by Thierry Titcheu Chekam, Mike Papadakis, Chekam, Thierry Titcheu +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- A Comprehensive Study on Large Language Models for Mutation Testing
2024/06/14 by Bo Wang, Wang, Bo, Mingda Chen +9 · 2 citations
Computer Science · #D.2.5 #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
- Do LLMs generate test oracles that capture the actual or the expected program behaviour?
2024/10/28 by Michael Konstantinou, Renzo Degiovanni, Konstantinou, Michael +3 · 3 citations
Computer Science · #Software Testing and Debugging Techniques #Teaching and Learning Programming #Distributed and Parallel Computing Systems
- Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models
2021/12/05 by Yuejun Guo, Guo, Yuejun, Qiang Hu +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Software Testing and Debugging Techniques
- Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation
2022/07/22 by Qiang Hu, Hu, Qiang, Yuejun Guo +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE)
- MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation
2022/10/06 by Zeming Dong, Dong, Zeming, Qiang Hu +12 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques