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Xiaoxiao Li β most-cited papers & profile Β· Generative Models
β authors
Β·
overview
Xiaoxiao Li
9
papers Β·
15
citations Β·
0
h-index
University of British Columbia
Google Scholar β
Semantic Scholar β
OpenAlex β
Most-cited papers
Federated Adversarial Learning: A Framework With Convergence Analysis
2022 Β· 8 citations
pFedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning
2023 Β· 4 citations
Exploring Federated Unlearning: Review, Comparison, and Insights
2023 Β· 3 citations
Rethinking LoRA for Data Heterogeneous Federated Learning: Subspace and State Alignment
2026
Commute Graph Neural Networks
2024
FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction
2021
Forgettable Federated Linear Learning with Certified Data Unlearning
2023
FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning
2023
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
GNN Architectures
Theory & Expressivity
Adversarial ML