Florian Tambon
University of Luxembourg(LU)Polytechnique Montréal(CA)
Publications by Year
Research Areas
Software Engineering Research, Software Testing and Debugging Techniques, Adversarial Robustness in Machine Learning, Topic Modeling, Software Reliability and Analysis Research
Most-Cited Works
- → How to certify machine learning based safety-critical systems? A systematic literature review(2022)79 cited
- → Silent bugs in deep learning frameworks: an empirical study of Keras and TensorFlow(2023)36 cited
- → Bugs in large language models generated code: an empirical study(2025)33 cited
- → Bug characterization in machine learning-based systems(2023)29 cited
- → A probabilistic framework for mutation testing in deep neural networks(2022)19 cited
- → Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends(2024)17 cited
- → Mutation Testing of Deep Reinforcement Learning Based on Real Faults(2023)10 cited
- → Common challenges of deep reinforcement learning applications development: an empirical study(2024)10 cited
- → Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs(2024)3 cited