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Xiaoxi Zhang — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiaoxi Zhang
9
papers ·
155
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Flexible Device Participation in Federated Learning
2020 · 33 citations
HiFlash: Communication-Efficient Hierarchical Federated Learning with Adaptive Staleness Control and Heterogeneity-aware Client-Edge Association
2023 · 1 citations
FedDD: Toward Communication-efficient Federated Learning with Differential Parameter Dropout
2023 · 1 citations
TACO: Tackling Over-correction in Federated Learning with Tailored Adaptive Correction
2025
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset
2023
FedReMa: Improving Personalized Federated Learning via Leveraging the Most Relevant Clients
2024
Top co-authors
Carlee Joe-Wong
· 3
Xu Chen
· 3
Jingpu Duan
· 2
Weijie Liu
· 2
Zhi Zhou
· 2
Ziwei Zhan
· 2
and Qianyi Huang
· 1
and Xu Chen
· 1
Chee Wei Tan
· 1
Deke Guo
· 1
Edith Ngai
· 1
Han Liang
· 1
Topics
Federated Learning
Data Heterogeneity
Edge Computing
Communication
Optimization