Lei Ma

Machine Learning Testing: Survey, Landscapes and Horizons

Jie M. Zhang, Mark Harman, Lei Ma et al. · IEEE Transactions on Software Engineering · 2020 · 786 citations

Artificial Intelligence, Engineering, Machine Learning +17

DeepHunter: a coverage-guided fuzz testing framework for deep neural networks

Xiaofei Xie, Lei Ma, Felix Juefei-Xu et al. · 2019 · 433 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

DeepMutation: Mutation Testing of Deep Learning Systems

Lei Ma, Fuyuan Zhang, Jiyuan Sun et al. · 2018 · 362 citations

Engineering, Machine Learning, Mutation Testing +18

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Run Wang, Felix Juefei-Xu, Lei Ma et al. · 2020 · 234 citations · Full text

Artificial Intelligence, Robust Baseline, Engineering +20

DeepRhythm

Qi Hua, Qing Guo, Felix Juefei-Xu et al. · 2020 · 207 citations

Engineering, Machine Learning, Biometrics +16