Concepedia

Xiaojun Jia

XJ

15

Publications

797

Citations

11

H-Index

2018

Active since

Affiliations

Institute of Information Engineering(Current)

Chinese Academy of Sciences

Nanyang Technological University

Sun Yat-sen University

University of Chinese Academy of Sciences

Xiaojun Jia is an author at Institute of Information Engineering specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningAdversarial Machine LearningPattern RecognitionImage AnalysisComputer VisionInformation Forensics

Publications per year

2018–2024

15

Publications

15

ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples

Xiaojun Jia, Xingxing Wei, Xiaochun Cao et al. · 2019 · 307 citations

Convolutional Neural Network, Engineering, Machine Learning +16

LAS-AT: Adversarial Training with Learnable Attack Strategy

Xiaojun Jia, Yong Zhang, Baoyuan Wu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 138 citations

Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples

Xiaojun Jia, Xingxing Wei, Xiaochun Cao et al. · 2020 · 75 citations

Artificial Intelligence, Engineering, Machine Learning +18

Boosting Fast Adversarial Training With Learnable Adversarial Initialization

Xiaojun Jia, Yong Zhang, Baoyuan Wu et al. · IEEE Transactions on Image Processing · 2022 · 59 citations · Full text

Machine Vision, Machine Learning, Data Science +14

Defending against Model Stealing via Verifying Embedded External Features

Yiming Li, Linghui Zhu, Xiaojun Jia et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 57 citations · Full text

Engineering, Machine Learning, Evasion Technique +23

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