Concepedia

Lei Ma

LM

104

Publications

6.5K

Citations

42

H-Index

2008

Active since

Affiliations

Kyushu University(Current)

Nanyang Technological University

University of Alberta

The University of Tokyo

Alibaba Group (United States)

Lei Ma is an author at Kyushu University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceArtificial IntelligenceSoftware TestingAdversarial Machine LearningComputer EngineeringSoftware Analysis

Publications per year

2008–2025

104

Publications

104

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

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

Engineering, Machine Learning, Biometrics +16

Rows per page

1–5 of 104