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Detecting and Recovering Adversarial Examples from Extracting Non-robust and Highly Predictive Adversarial Perturbations



Mingyu Dong , Jiahao Chen , Diqun Yan , Jingxing Gao , Li Dong , Rangding Wang

* 10 pages 

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Language Models are General-Purpose Interfaces



Yaru Hao , Haoyu Song , Li Dong , Shaohan Huang , Zewen Chi , Wenhui Wang , Shuming Ma , Furu Wei

* 32 pages. The first three authors contribute equally 

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VL-BEiT: Generative Vision-Language Pretraining



Hangbo Bao , Wenhui Wang , Li Dong , Furu Wei


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THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption



Tianyu Chen , Hangbo Bao , Shaohan Huang , Li Dong , Binxing Jiao , Daxin Jiang , Haoyi Zhou , Jianxin Li , Furu Wei

* Findings of ACL 2022 

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Exploiting Constructive Interference for Backscatter Communication Systems



Gu Bowen , Li Dong , Liu Ye , Xu Yongjun


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Prototypical Calibration for Few-shot Learning of Language Models



Zhixiong Han , Yaru Hao , Li Dong , Furu Wei


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Visually-Augmented Language Modeling



Weizhi Wang , Li Dong , Hao Cheng , Haoyu Song , Xiaodong Liu , Xifeng Yan , Jianfeng Gao , Furu Wei


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Transferability of Adversarial Attacks on Synthetic Speech Detection



Jiacheng Deng , Shunyi Chen , Li Dong , Diqun Yan , Rangding Wang

* 5 pages, submit to Interspeech2022 

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Many a little Makes a Mickle: Probing Backscattering Energy Recycling for Backscatter Communications



Gu Bowen , Li Dong , Xu Yongjun , Li Chunguo , Sun Sumei


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