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Xiang Liu — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiang Liu
42
papers ·
168
citations ·
13
h-index
Xiangyang Central Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multimodal Online Federated Learning with Modality Missing in Internet of Things
2025 · 1 citations
One-shot Federated Learning Methods: A Practical Guide
2025 · 1 citations
Federated Learning for Multi-Center Sepsis Early Prediction with Privacy-Preserving
2026
Hypernetworks for Model-Heterogeneous Personalized Federated Learning
2025
CARE: Compatibility-Aware Incentive Mechanisms for Federated Learning with Budgeted Requesters
2025
Computation and Communication Efficient Lightweighting Vertical Federated Learning for Smart Building IoT
2024
FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation
2023
FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning
2024
Top co-authors
Jialin Li
· 2
Bo Han
· 1
Chen Zhang
· 1
Di Wu
· 1
Fangming Liu
· 1
Feiyang Ye
· 1
Lixing Chen
· 1
Sen Liu
· 1
Xingjun Ma
· 1
Yucheng Liu
· 1
Yu-Gang Jiang
· 1
Yu He
· 1
Topics
Federated Learning
Privacy
Communication
cs.LG
Data Heterogeneity
cs.CR
cs.DC
Optimization