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Nannan Wu — most-cited papers & profile · Federated Learning
← authors
·
overview
Nannan Wu
9
papers ·
12
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification
2022 · 5 citations
FedNoRo: Towards Noise-Robust Federated Learning by Addressing Class Imbalance and Label Noise Heterogeneity
2023 · 3 citations
FadMan: Federated Anomaly Detection across Multiple Attributed Networks
2022 · 2 citations
FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise
2023 · 2 citations
FNBench: Benchmarking Robust Federated Learning against Noisy Labels
2025
Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching
2025
FedPCA: Noise-Robust Fair Federated Learning via Performance-Capacity Analysis
2025
From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client Sharpness Matching
2024
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness
2024
Top co-authors
Li Yu
· 7
Zengqiang Yan
· 6
Kwang-Ting Cheng
· 2
Xin Yang
· 2
Xuefeng Jiang
· 2
Zhuo Kuang
· 2
and Zengqiang Yan
· 1
Chang Wen Chen
· 1
Gang Xu
· 1
Jia Li
· 1
Kwang‐Ting Cheng
· 1
Lixin Fan
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization