Ranjie Duan

Towards Robust Vision Transformer

Hui Xue, Yuan He, Shaokai Ye, 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Enhance the Visual Representation via Discrete Adversarial Training

Hui Xue, Shaokai Ye, Xiaofeng Mao, 2022, NeurIPS.

Adversarial Camouflage: Hiding Physical-World Attacks With Natural Styles

James Bailey, Yun Yang, Xingjun Ma, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Adversarial Laser Beam: Effective Physical-World Attack to DNNs in a Blink

Yuan He, Shaokai Ye, Yuefeng Chen, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

AdvDrop: Adversarial Attack to DNNs by Dropping Information pdf

Yuefeng Chen, Ranjie Duan, Dantong Niu, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

ALP-Net : Robust few-shot Question-Answering with Adversarial Training , Meta Learning , Data Augmentation and Answer Length Penalty

Ranjie Duan, 2021 .

Inequality phenomenon in l∞-adversarial training, and its unrealized threats

Hui Xue, Xiaojun Jia, Yuefeng Chen, 2023, ICLR.

Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging

Xiaojun Jia, Jindong Gu, Xiaochun Cao, 2023, ArXiv.