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Kejia Zhang's Homepage

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Neural Network Robustness

MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification

Xiaoyi Huang, Junwei Wu, Kejia Zhang, Carl Yang, Zhiming Luo

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MANI-Pure: Magnitude-Adaptive Noise Injection for Adversarial Purification

Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Kejia Zhang, Juanjuan Weng, Shaozi Li, Zhiming Luo

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Towards Adversarial Robustness via Debiased High-Confidence Logit Alignment

Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness

Neural Networks 2025

Kejia Zhang, Juanjuan Weng, Yuanzheng Cai, Zhiming Luo, Shaozi Li

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Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness

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