Lei Ma

Machine Learning Testing: Survey, Landscapes and Horizons

Jie M. Zhang, Mark Harman, Lei Ma et al. · IEEE Transactions on Software Engineering · 2020 · 823 citations

Computing, Autonomous Systems, Computer Science +17

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

Xiaofei Xie, Lei Ma, Felix Juefei-Xu et al. · 2019 · 443 citations · Full text

Computing, Computer Science, Cybersecurity +13

DeepMutation: Mutation Testing of Deep Learning Systems

Lei Ma, Fuyuan Zhang, Jiyuan Sun et al. · 2018 · 366 citations

Computing, Computer Engineering, Computer Science +10

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

Run Wang, Felix Juefei-Xu, Lei Ma et al. · 2020 · 242 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

DeepRhythm

Qi Hua, Qing Guo, Felix Juefei-Xu et al. · 2020 · 216 citations

Computing, Biomedical Engineering, Computer Science +15