Liuyi Yao | DeepAI

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Featured Co-authors

Qi Li
109 publications
Zhen Wang
95 publications
Jingren Zhou
90 publications
Sheng Li
85 publications
Wei Fan
57 publications
Yaliang Li
54 publications
Bolin Ding
47 publications
Chenwei Zhang
40 publications
Jing Gao
35 publications
Nan Du
35 publications
Minhao Cheng
22 publications

∙ 05/04/2023

Efficient Personalized Federated Learning via Sparse Model-Adaptation

Federated Learning (FL) aims to train machine learning models for multip...

0 Daoyuan Chen, et al. ∙

∙ 02/03/2023

Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks

In this work, besides improving prediction accuracy, we study whether pe...

0 Zeyu Qin, et al. ∙

∙ 06/07/2022

Federated Hetero-Task Learning

To investigate the heterogeneity of federated learning in real-world sce...

0 Liuyi Yao, et al. ∙

∙ 04/12/2022

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning

The incredible development of federated learning (FL) has benefited vari...

0 Zhen Wang, et al. ∙

∙ 04/11/2022

FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing

Although remarkable progress has been made by the existing federated lea...

0 Yuexiang Xie, et al. ∙

∙ 02/05/2020

A Survey on Causal Inference

Causal inference is a critical research topic across many domains, such ...

25 Liuyi Yao, et al. ∙

∙ 10/14/2018

Finding Similar Medical Questions from Question Answering Websites

The past few years have witnessed the flourishing of crowdsourced medica...

0 Yaliang Li, et al. ∙

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