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AI Enlightens Wireless Communication: A Transformer Backbone for CSI Feedback



Han Xiao , Zhiqin Wang , Dexin Li , Wenqiang Tian , Xiaofeng Liu , Wendong Liu , Shi Jin , Jia Shen , Zhi Zhang , Ning Yang


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CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences



Shang Wang , Yansong Gao , Anmin Fu , Zhi Zhang , Yuqing Zhang , Willy Susilo

* 11pages,7 figures 

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Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures



Huming Qiu , Hua Ma , Zhi Zhang , Alsharif Abuadbba , Wei Kang , Anmin Fu , Yansong Gao


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BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training



Likun Cai , Zhi Zhang , Yi Zhu , Li Zhang , Mu Li , Xiangyang Xue

* Technical report, code is released at https://github.com/amazon-research/bigdetection 

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Deep AutoAugment



Yu Zheng , Zhi Zhang , Shen Yan , Mi Zhang

* ICLR 2022 camera-ready. Code: https://github.com/MSU-MLSys-Lab/DeepAA 

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PPA: Preference Profiling Attack Against Federated Learning



Chunyi Zhou , Yansong Gao , Anmin Fu , Kai Chen , Zhiyang Dai , Zhi Zhang , Minhui Xue , Yuqing Zhang


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Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World



Hua Ma , Yinshan Li , Yansong Gao , Alsharif Abuadbba , Zhi Zhang , Anmin Fu , Hyoungshick Kim , Said F. Al-Sarawi , Nepal Surya , Derek Abbott


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NTD: Non-Transferability Enabled Backdoor Detection



Yinshan Li , Hua Ma , Zhi Zhang , Yansong Gao , Alsharif Abuadbba , Anmin Fu , Yifeng Zheng , Said F. Al-Sarawi , Derek Abbott


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GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition



Zhi Zhang , Sheng-hua Zhong , Yan Liu


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