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Federated Depression Detection from Multi-SourceMobile Health Data


Feb 06, 2021
Xiaohang Xu, Hao Peng, Lichao Sun, Yan Niu, Hongyuan Ma, Lianzhong Liu, Lifang He


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Privacy and Robustness in Federated Learning: Attacks and Defenses


Dec 07, 2020
Lingjuan Lyu, Han Yu, Xingjun Ma, Lichao Sun, Jun Zhao, Qiang Yang, Philip S. Yu

* arXiv admin note: text overlap with arXiv:2003.02133; text overlap with arXiv:1911.11815 by other authors 

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Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks


Oct 05, 2020
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He

* Accepted by COLING 2020 

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Federated Model Distillation with Noise-Free Differential Privacy


Sep 11, 2020
Lichao Sun, Lingjuan Lyu

* under submission 

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A Survey on Text Classification: From Shallow to Deep Learning


Aug 04, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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A Text Classification Survey: From Shallow to Deep Learning


Aug 02, 2020
Qian Li, Hao Peng, Jianxin Li, Congyin Xia, Renyu Yang, Lichao Sun, Philip S. Yu, Lifang He


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LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy


Jul 31, 2020
Lichao Sun, Jianwei Qian, Xun Chen, Philip S. Yu


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Natural Backdoor Attack on Text Data


Jun 30, 2020
Lichao Sun

* The paper contains many issues yet. We will update the formal version once all issues are fixed 

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Secure Network Release with Link Privacy


May 16, 2020
Carl Yang, Haonan Wang, Lichao Sun, Bo Li

* Preprint. Under review 

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Differentially Private Deep Learning with Smooth Sensitivity


Mar 01, 2020
Lichao Sun, Yingbo Zhou, Philip S. Yu, Caiming Xiong


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Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT


Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


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Private Deep Learning with Teacher Ensembles


Jun 05, 2019
Lichao Sun, Yingbo Zhou, Ji Wang, Jia Li, Richard Sochar, Philip S. Yu, Caiming Xiong


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Adversarial Attack and Defense on Graph Data: A Survey


Dec 26, 2018
Lichao Sun, Ji Wang, Philip S. Yu, Bo Li


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Private Model Compression via Knowledge Distillation


Nov 13, 2018
Ji Wang, Weidong Bao, Lichao Sun, Xiaomin Zhu, Bokai Cao, Philip S. Yu

* Conference version accepted by AAAI'19 

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Joint Embedding of Meta-Path and Meta-Graph for Heterogeneous Information Networks


Sep 11, 2018
Lichao Sun, Lifang He, Zhipeng Huang, Bokai Cao, Congying Xia, Xiaokai Wei, Philip S. Yu

* accepted by ICBK 18 

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Deep Learning Towards Mobile Applications


Sep 10, 2018
Ji Wang, Bokai Cao, Philip S. Yu, Lichao Sun, Weidong Bao, Xiaomin Zhu

* Conference version accepted by ICDCS'18 

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