Federated Digital Gateway

Last updated on Aug 18, 2024

Publications

Papers on federated learning.

Talks

fdg
Senior Researcher

My research interests include deep learning, data mining, AI, big data analytics, and urban computing.

Related

Publications

Personalized Federated Continual Learning via Multi-Granularity Prompt
KDD 2024
Hao Yu, Xin Yang, Xin Gao, Yan Kang, Hao Wang, Junbo Zhang, Tianrui Li
Project
Exploring the distributed knowledge congruence in proxy-data-free federated distillation
Zhiyuan Wu, Sheng Sun, Yuwei Wang, Min Liu, Quyang Pan, Junbo Zhang, Zeju Li, Qingxiang Liu
PDF Project DOI
Federated Continual Learning via Knowledge Fusion: A Survey
Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li
PDF Project DOI
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation
Cross-domain recommendation (CDR) aims to alleviate the data sparsity by transferring knowledge from an informative source domain to …
Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng
PDF Cite Project DOI
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation
Fairness and accuracy in horizontal federated learning
In the horizontal federated learning setting, multiple clients jointly train a model under the coordination of the central server, …
Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang
PDF Project
Federated Digital Gateway: Methodologies, Tools and Applications
IEEE Intelligent Systems
Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng
Cite Project DOI Article
Federated Digital Gateway: Methodologies, Tools and Applications
Federated Forest
IEEE TBD
Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang#, Yu Zheng
PDF Cite Project DOI
Federated Forest