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Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits

Feb 21, 2021
Jiawang Bai, Baoyuan Wu, Yong Zhang, Yiming Li, Zhifeng Li, Shu-Tao Xia

* Accepted by ICLR 2021 

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Open-sourced Dataset Protection via Backdoor Watermarking

Oct 12, 2020
Yiming Li, Ziqi Zhang, Jiawang Bai, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* 6 pages 

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Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning

Aug 21, 2020
Yiming Li, Jiawang Bai, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia

* 9 pages. The first two authors contribute equally to this work. arXiv admin note: text overlap with arXiv:1903.05965 

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Targeted Attack for Deep Hashing based Retrieval

May 08, 2020
Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-tao Xia, En-hui Yang

* 21 pages 

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Rectified Decision Trees: Towards Interpretability, Compression and Empirical Soundness

Mar 14, 2019
Jiawang Bai, Yiming Li, Jiawei Li, Yong Jiang, Shutao Xia


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Multinomial Random Forests: Fill the Gap between Theoretical Consistency and Empirical Soundness

Mar 10, 2019
Yiming Li, Jiawang Bai, Qingtao Tang, Yong Jiang, Chun Li, Shutao Xia


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