Longfei Zheng | DeepAI

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Featured Co-authors

Yan Wang
215 publications
Li Wang
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Jun Zhou
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Jun Wu
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Chaochao Chen
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Bingzhe Wu
38 publications
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Xiaolin Zheng
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Ziqi Liu
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Jianwei Yin
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Gaolei Li
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∙ 06/26/2023

Federated Learning on Non-iid Data via Local and Global Distillation

Most existing federated learning algorithms are based on the vanilla Fed...

0 Xiaolin Zheng, et al. ∙

∙ 06/13/2023

Privacy Inference-Empowered Stealthy Backdoor Attack on Federated Learning under Non-IID Scenarios

Federated learning (FL) naturally faces the problem of data heterogeneit...

0 Haochen Mei, et al. ∙

∙ 12/17/2020

Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design

Deep Neural Networks (DNNs) have achieved remarkable progress in various...

0 Chaochao Chen, et al. ∙

∙ 11/06/2020

ASFGNN: Automated Separated-Federated Graph Neural Network

Graph Neural Networks (GNNs) have achieved remarkable performance by tak...

0 Longfei Zheng, et al. ∙

∙ 05/25/2020

Privacy-Preserving Graph Neural Network for Node Classification

Recently, Graph Neural Network (GNN) has achieved remarkable progresses ...

0 Jun Zhou, et al. ∙

∙ 02/06/2020

Privacy Preserving PCA for Multiparty Modeling

In this paper, we present a general multiparty model-ing paradigm with P...

0 Yingting Liu, et al. ∙

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