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Yiqiang Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Yiqiang Chen
11
papers ·
120
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare
2019 · 46 citations
FOCUS: Dealing with Label Quality Disparity in Federated Learning
2020 · 39 citations
Secure Weighted Aggregation for Federated Learning
2020 · 17 citations
MetaFed: Federated Learning among Federations with Cyclic Knowledge Distillation for Personalized Healthcare
2022 · 7 citations
FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare
2021 · 5 citations
FedBone: Towards Large-Scale Federated Multi-Task Learning
2023 · 5 citations
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning
2023 · 1 citations
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare
2025
Ten Challenging Problems in Federated Foundation Models
2025
Personalized Federated Learning with Adaptive Batchnorm for Healthcare
2021
Differentially Private Pre-Trained Model Fusion using Decentralized Federated Graph Matching
2023
Top co-authors
Jindong Wang
· 5
Wang Lu
· 5
Xin Qin
· 3
Qian Chen
· 2
Wuliang Huang
· 2
Xing Xie
· 2
Xinlong Jiang
· 2
Xin Qin
· 2
Biao Chen
· 1
Bing Luo
· 1
Bo Ye
· 1
Chaohui Yu
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Security
Edge Computing
Encryption
Communication