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Adversarial Unlearning of Backdoors via Implicit Hypergradient

Oct 14, 2021
Yi Zeng, Si Chen, Won Park, Z. Morley Mao, Ming Jin, Ruoxi Jia

* 9 pages main text, 3 pages references, 12 pages appendix, 5 figures 

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A Unified Framework for Task-Driven Data Quality Management

Jun 10, 2021
Tianhao Wang, Yi Zeng, Ming Jin, Ruoxi Jia

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BackEISNN: A Deep Spiking Neural Network with Adaptive Self-Feedback and Balanced Excitatory-Inhibitory Neurons

May 27, 2021
Dongcheng Zhao, Yi Zeng, Yang Li

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BSNN: Towards Faster and Better Conversion of Artificial Neural Networks to Spiking Neural Networks with Bistable Neurons

May 27, 2021
Yang Li, Yi Zeng, Dongcheng Zhao

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Rethinking the Backdoor Attacks' Triggers: A Frequency Perspective

Apr 09, 2021
Yi Zeng, Won Park, Z. Morley Mao, Ruoxi Jia

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SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait Recognition

Mar 27, 2021
Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang

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DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation

Dec 13, 2020
Yi Zeng, Han Qiu, Shangwei Guo, Tianwei Zhang, Meikang Qiu, Bhavani Thuraisingham

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FenceBox: A Platform for Defeating Adversarial Examples with Data Augmentation Techniques

Dec 03, 2020
Han Qiu, Yi Zeng, Tianwei Zhang, Yong Jiang, Meikang Qiu

* 12 pages, 3 figures 

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Quantum Superposition Spiking Neural Network

Oct 27, 2020
Yinqian Sun, Yi Zeng, Tielin Zhang

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The Hidden Vulnerability of Watermarking for Deep Neural Networks

Sep 18, 2020
Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu

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A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks

Jul 30, 2020
Yi Zeng, Han Qiu, Gerard Memmi, Meikang Qiu

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SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds

Jun 07, 2020
Qingdong He, Zhengning Wang, Hao Zeng, Yi Zeng, Shuaicheng Liu, Bing Zeng

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Mitigating Advanced Adversarial Attacks with More Advanced Gradient Obfuscation Techniques

May 27, 2020
Han Qiu, Yi Zeng, Qinkai Zheng, Tianwei Zhang, Meikang Qiu, Gerard Memmi

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Responsible Facial Recognition and Beyond

Sep 19, 2019
Yi Zeng, Enmeng Lu, Yinqian Sun, Ruochen Tian

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TEST: an End-to-End Network Traffic Examination and Identification Framework Based on Spatio-Temporal Features Extraction

Aug 26, 2019
Yi Zeng, Zihao Qi, Wencheng Chen, Yanzhe Huang, Xingxin Zheng, Han Qiu

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Towards High-Resolution Salient Object Detection

Aug 20, 2019
Yi Zeng, Pingping Zhang, Jianming Zhang, Zhe Lin, Huchuan Lu

* Accepted by ICCV2019. The HRSOD dataset is available at 

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FlexNER: A Flexible LSTM-CNN Stack Framework for Named Entity Recognition

Aug 14, 2019
Hongyin Zhu, Wenpeng Hu, Yi Zeng

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Linking Artificial Intelligence Principles

Dec 12, 2018
Yi Zeng, Enmeng Lu, Cunqing Huangfu

* AAAI Workshop on Artificial Intelligence Safety (AAAI-Safe AI 2019), 2019 

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On Granular Knowledge Structures

Oct 26, 2008
Yi Zeng, Ning Zhong

* 6 pages, 7 figures, Proceedings of 2008 International Conference on Advanced Intelligence 

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