Concepedia

Xingjun Ma

XM

56

Publications

6.2K

Citations

32

H-Index

2017

Active since

Affiliations

The University of Melbourne(Current)

Fudan University

Deakin University

Tsinghua University

Shanghai Jiao Tong University

Xingjun Ma is an author at The University of Melbourne specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningAdversarial Machine LearningPattern RecognitionData SecurityArtificial IntelligenceInformation Security

Publications per year

2017–2024

56

Publications

56

Symmetric Cross Entropy for Robust Learning With Noisy Labels

Yisen Wang, Xingjun Ma, Zaiyi Chen et al. · 2019 · 894 citations

Data Augmentation, Engineering, Machine Learning +14

Understanding adversarial attacks on deep learning based medical image analysis systems

Xingjun Ma, Yuhao Niu, Lin Gu et al. · Pattern Recognition · 2020 · 513 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +10

Privacy and Robustness in Federated Learning: Attacks and Defenses

Lingjuan Lyu, Han Yu, Xingjun Ma et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 425 citations

Artificial Intelligence, Privacy Protection, System Robustness +14

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality

Xingjun Ma, Bo Li, Yisen Wang et al. · Own your potential (DEAKIN) · 2018 · 401 citations

Local Intrinsic Dimensionality, Deep Neural Networks, Engineering +12

Bojia Zi, Minghao Chang, Jingjing Chen et al. · 2020 · 370 citations

Engineering, Machine Learning, Biometrics +16

Rows per page

1–5 of 56