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Xiaoxiao Li — most-cited papers & profile · Federated Learning
← authors
·
overview
Xiaoxiao Li
23
papers ·
429
citations ·
0
h-index
University of British Columbia
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Backdoor Attack is a Devil in Federated GAN-based Medical Image Synthesis
2022 · 11 citations
Robust Split Federated Learning for U-shaped Medical Image Networks
2022 · 9 citations
Federated Adversarial Learning: A Framework with Convergence Analysis
2022 · 8 citations
Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients
2022 · 6 citations
Advances and Open Challenges in Federated Foundation Models
2024 · 5 citations
FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis
2021 · 4 citations
FedSoup: Improving Generalization and Personalization in Federated Learning via Selective Model Interpolation
2023 · 3 citations
Intelligent Agents for Auction-based Federated Learning: A Survey
2024 · 3 citations
Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning
2024 · 2 citations
Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis
2022 · 1 citations
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors
2024
Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging
2023
pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning
2024
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
2024
Top co-authors
Han Yu
· 3
Qi Dou
· 3
Chao Ren
· 2
Hongyi Peng
· 2
Meirui Jiang
· 2
Ruinan Jin
· 2
Xiaoli Tang
· 2
Xiaoli Tang
· 2
Alysa Ziying Tan
· 1
Anjie Le
· 1
Anran Li
· 1
Baihe Huang
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Adversarial Attacks
Communication
Optimization