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Rethinking the Value of Labels for Improving Class-Imbalanced Learning

Jun 13, 2020
Yuzhe Yang, Zhi Xu


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Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation

Jun 11, 2020
Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang


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When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Nov 26, 2019
Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu

* First two authors contributed equally 

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Harnessing Structures for Value-Based Planning and Reinforcement Learning

Sep 26, 2019
Yuzhe Yang, Guo Zhang, Zhi Xu, Dina Katabi


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ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation

May 28, 2019
Yuzhe Yang, Guo Zhang, Dina Katabi, Zhi Xu

* ICML 2019 

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ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System

May 27, 2019
Yuzhe Yang, Zhiwen Hu, Kaigui Bian, Lingyang Song

* Preliminary version published in INFOCOM 2019. Code available at https://github.com/YyzHarry/ImgSensingNet 

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Rallying Adversarial Techniques against Deep Learning for Network Security

Mar 27, 2019
Joseph Clements, Yuzhe Yang, Ankur Sharma, Hongxin Hu, Yingjie Lao


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UAV Aided Aerial-Ground IoT for Air Quality Sensing in Smart City: Architecture, Technologies and Implementation

Sep 11, 2018
Zhiwen Hu, Zixuan Bai, Yuzhe Yang, Zijie Zheng, Kaigui Bian, Lingyang Song

* 17 pages, 6 figures, submitted to IEEE Network Magazine 

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