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Zhongnian Li

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Multi-label Learning from Privacy-Label

Dec 20, 2023
Zhongnian Li, Haotian Ren, Tongfeng Sun, Zhichen Li

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Learning from Stochastic Labels

Feb 01, 2023
Meng Wei, Zhongnian Li, Yong Zhou, Qiaoyu Guo, Xinzheng Xu

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Complementary Labels Learning with Augmented Classes

Nov 19, 2022
Zhongnian Li, Jian Zhang, Mengting Xu, Xinzheng Xu, Daoqiang Zhang

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Class-Imbalanced Complementary-Label Learning via Weighted Loss

Sep 28, 2022
Meng Wei, Yong Zhou, Zhongnian Li, Xinzheng Xu

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Learning from Positive and Unlabeled Data with Augmented Classes

Jul 27, 2022
Zhongnian Li, Liutao Yang, Zhongchen Ma, Tongfeng Sun, Xinzheng Xu, Daoqiang Zhang

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InfoAT: Improving Adversarial Training Using the Information Bottleneck Principle

Jun 23, 2022
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang

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Low-Dose CT Denoising via Sinogram Inner-Structure Transformer

Apr 18, 2022
Liutao Yang, Zhongnian Li, Rongjun Ge, Junyong Zhao, Haipeng Si, Daoqiang Zhang

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Scale-Invariant Adversarial Attack for Evaluating and Enhancing Adversarial Defenses

Jan 29, 2022
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang

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Towards Evaluating the Robustness of Deep Diagnostic Models by Adversarial Attack

Mar 05, 2021
Mengting Xu, Tao Zhang, Zhongnian Li, Mingxia Liu, Daoqiang Zhang

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Improving the Certified Robustness of Neural Networks via Consistency Regularization

Jan 20, 2021
Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang

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