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Xiao Wang — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiao Wang
120
papers ·
4631
citations ·
42
h-index
Anhui University · South China Normal University · Central China Normal University · National Science Centre · Imperial College London · Tsinghua University
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Most-cited papers
Eavesdrop the Composition Proportion of Training Labels in Federated Learning
2019 · 35 citations
Dynamic Fusion based Federated Learning for COVID-19 Detection
2020 · 22 citations
CaPC Learning: Confidential and Private Collaborative Learning
2021 · 9 citations
Addressing Class Imbalance in Federated Learning
2020 · 5 citations
Federated Class-Incremental Learning
2022 · 3 citations
Robust and Actively Secure Serverless Collaborative Learning
2023 · 2 citations
Federated Learning with New Knowledge: Fundamentals, Advances, and Futures
2024 · 2 citations
Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective
2025 · 1 citations
Secure Machine Learning over Relational Data
2021 · 1 citations
Optimal Complexity in Byzantine-Robust Distributed Stochastic Optimization with Data Heterogeneity
2025
Top co-authors
Lixu Wang
· 4
Qi Zhu
· 4
Adam Dziedzic
· 2
Christopher A. Choquette-Choo
· 2
Jiahua Dong
· 2
Nicolas Papernot
· 2
Bo Yan
· 1
Chuan Shi
· 1
Dusit Niyato
· 1
Jie Peng
· 1
Kai Chen
· 1
Kun Yuan
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
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Encryption