Registered user since Sun 1 Apr 2018
Name:Lei Ma
Country:Canada
Affiliation:University of Alberta
Personal website: https://www.malei.xyz
Research interests:Quality Assurance for Machine Learning, Machine Learning System engineering, Software Testing and Analysis, Debugging, Repair, etc.
Contributions
2023
ICSE
- Towards Understanding Quality Challenges of the Federated Learning for Neural Networks: A First Look from the Lens of Robustness
- CodeS: Towards Code Model Generalization Under Distribution Shift
- Program Committee Member in Technical Track within the Technical Track-track
- Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation
- FalsifAI: Falsification of AI-Enabled Hybrid Control Systems Guided by Time-Aware Coverage Criteria
- Widget Detection-based Testing for Industrial Mobile Games
- GameRTS: A Regression Testing Framework for Video Games
- An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks
International Conference on Program Comprehension
ICSE 2023-profile
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