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Phrase-level Textual Adversarial Attack with Label Preservation



Yibin Lei , Yu Cao , Dianqi Li , Tianyi Zhou , Meng Fang , Mykola Pechenizkiy

* NAACL-HLT 2022 Findings (Long), 9 pages + 2 pages references + 8 pages appendix 

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FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels



Zhuowei Wang , Tianyi Zhou , Guodong Long , Bo Han , Jing Jiang

* 12 pages 

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Token Dropping for Efficient BERT Pretraining



Le Hou , Richard Yuanzhe Pang , Tianyi Zhou , Yuexin Wu , Xinying Song , Xiaodan Song , Denny Zhou

* ACL 2022 

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Personalized Federated Learning With Structure



Fengwen Chen , Guodong Long , Zonghan Wu , Tianyi Zhou , Jing Jiang


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On the Convergence of Clustered Federated Learning



Jie Ma , Guodong Long , Tianyi Zhou , Jing Jiang , Chengqi Zhang

* draft 

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Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction



Bo Wang , Tao Shen , Guodong Long , Tianyi Zhou , Yi Chang

* 11 pages, Findings of EMNLP'2021, 7th-11th November 2021 

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Multi-Center Federated Learning



Ming Xie , Guodong Long , Tao Shen , Tianyi Zhou , Xianzhi Wang , Jing Jiang , Chengqi Zhang

* It should be a replacement of an existing paper in the link. arXiv:2005.01026 

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AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly



Yuchen Jin , Tianyi Zhou , Liangyu Zhao , Yibo Zhu , Chuanxiong Guo , Marco Canini , Arvind Krishnamurthy

* Published as a conference paper at ICLR 2021 

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FedProto: Federated Prototype Learning over Heterogeneous Devices



Yue Tan , Guodong Long , Lu Liu , Tianyi Zhou , Jing Jiang


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