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Xiaoxiao Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiaoxiao Li
12
papers ·
198
citations ·
0
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
2021 · 79 citations
Subgraph Federated Learning with Missing Neighbor Generation
2021 · 75 citations
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results
2020 · 27 citations
Federated Model Heterogeneous Matryoshka Representation Learning
2024 · 8 citations
Scalable Data Point Valuation in Decentralized Learning
2023 · 2 citations
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
2024 · 2 citations
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning
2023 · 1 citations
UniFed: A Unified Framework for Federated Learning on Non-IID Image Features
2021
FedMT: Federated Learning with Mixed-type Labels
2022
A Convergence Theory for Federated Average: Beyond Smoothness
2022
Federated Impression for Learning with Distributed Heterogeneous Data
2024
Top co-authors
Meirui Jiang
· 3
Qi Dou
· 3
Michael Kamp
· 2
Aline Talhouk
· 1
Ali Sunyaev
· 1
and James S. Duncan
· 1
Armin Saadat
· 1
Atrin Arya
· 1
Carl Yang
· 1
Chao Ren
· 1
Christos Thrampoulidis
· 1
Chun-Yin Huang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Optimization
Edge Computing