Minxin Du | DeepAI

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Featured Co-authors

Qian Wang
147 publications
Qi Li
109 publications
Cong Wang
84 publications
Yaliang Li
54 publications
Huan Sun
51 publications
Tianhao Wang
49 publications
Chao Shen
49 publications
Shengshan Hu
24 publications
Xiang Yue
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Zhibo Wang
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Xiaodong Lin
13 publications

research

∙ 09/13/2023

DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass

Differentially private stochastic gradient descent (DP-SGD) adds noise t...

0 Minxin Du, et al. ∙

research

∙ 06/02/2021

Differential Privacy for Text Analytics via Natural Text Sanitization

Texts convey sophisticated knowledge. However, texts also convey sensiti...

0 Xiang Yue, et al. ∙

research

∙ 02/22/2020

Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions

Neural networks provide better prediction performance than previous tech...

0 Minghui Li, et al. ∙

research

∙ 09/16/2019

VeriML: Enabling Integrity Assurances and Fair Payments for Machine Learning as a Service

Machine Learning as a Service (MLaaS) allows clients with limited resour...

0 Lingchen Zhao, et al. ∙