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The "Beatrix'' Resurrections: Robust Backdoor Detection via Gram Matrices


Sep 26, 2022
Wanlun Ma, Derui Wang, Ruoxi Sun, Minhui Xue, Sheng Wen, Yang Xiang

* 19 pages, 23 figures. Accepted to NDSS 2023. Code availability: https://github.com/wanlunsec/Beatrix 

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Estimating Brain Age with Global and Local Dependencies


Sep 19, 2022
Yanwu Yang, Xutao Guo, Zhikai Chang, Chenfei Ye, Yang Xiang, Haiyan Lv, Ting Ma


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Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication


Jul 10, 2022
Lin Li, Chao Chen, Lei Pan, Yonghang Tai, Jun Zhang, Yang Xiang

* 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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Approximation of Functionals by Neural Network without Curse of Dimensionality


Jun 06, 2022
Yahong Yang, Yang Xiang


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Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters


May 19, 2022
Yang Xiang, Zhihua Wu, Weibao Gong, Siyu Ding, Xianjie Mo, Yuang Liu, Shuohuan Wang, Peng Liu, Yongshuai Hou, Long Li, Bin Wang, Shaohuai Shi, Yaqian Han, Yue Yu, Ge Li, Yu Sun, Yanjun Ma, Dianhai Yu

* 20 pages, 10 figures, technical report 

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A deep representation learning speech enhancement method using $β$-VAE


May 11, 2022
Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen

* Submitted to Eurosipco 

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CATNet: Cross-event Attention-based Time-aware Network for Medical Event Prediction


Apr 29, 2022
Sicen Liu, Xiaolong Wang, Yang Xiang, Hui Xu, Hui Wang, Buzhou Tang

* 15 pages,4 figures 

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FAAG: Fast Adversarial Audio Generation through Interactive Attack Optimisation


Feb 11, 2022
Yuantian Miao, Chao Chen, Lei Pan, Jun Zhang, Yang Xiang


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Two heads are better than one: Enhancing medical representations by pre-training over structured and unstructured electronic health records


Jan 25, 2022
Sicen Liu, Xiaolong Wang, Yongshuai Hou, Ge Li, Hui Wang, Hui Xu, Yang Xiang, Buzhou Tang

* 31 pages, 5 figures 

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