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Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments


Nov 06, 2022
Xinwei Zhang, Guyue Li, Junqing Zhang, Aiqun Hu, Xianbin Wang


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Grow and Merge: A Unified Framework for Continuous Categories Discovery


Oct 09, 2022
Xinwei Zhang, Jianwen Jiang, Yutong Feng, Zhi-Fan Wu, Xibin Zhao, Hai Wan, Mingqian Tang, Rong Jin, Yue Gao

* This paper has already been accepted by 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Automatic Context Pattern Generation for Entity Set Expansion


Jul 19, 2022
Yinghui Li, Shulin Huang, Xinwei Zhang, Qingyu Zhou, Yangning Li, Ruiyang Liu, Yunbo Cao, Hai-Tao Zheng, Ying Shen

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Understanding A Class of Decentralized and Federated Optimization Algorithms: A Multi-Rate Feedback Control Perspective


Apr 27, 2022
Xinwei Zhang, Mingyi Hong, Nicola Elia


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Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy


Jun 25, 2021
Xinwei Zhang, Xiangyi Chen, Mingyi Hong, Zhiwei Steven Wu, Jinfeng Yi


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A method using deep learning to discover new predictors of CRT response from mechanical dyssynchrony on gated SPECT MPI


Jun 01, 2021
Zhuo He, Xinwei Zhang, Chen Zhao, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Jiangang Zou, Weihua Zhou

* 10 pages, 3 figures, will submit to journal of nuclear cardiology 

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Deep Learning-based Physical-Layer Secret Key Generation for FDD Systems


May 18, 2021
Xinwei Zhang, Guyue Li, Junqing Zhang, Aiqun Hu, Zongyue Hou, Bin Xiao

* 13pages 

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Hybrid Federated Learning: Algorithms and Implementation


Dec 29, 2020
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen


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Hybrid FL: Algorithms and Implementation


Dec 22, 2020
Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen


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