Luyuan Xie
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Conference Pioneer
Conferences
MICCAI (2)
AAAI (1)
CVPR (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
federated learning
(2)
contrastive learning
(1)
knowledge distillation
(1)
privacy preservation
(1)
model aggregation
(1)
medical image analysis
(1)
communication efficiency
(1)
mixture of expert
(1)
non-iid datum
(1)
client-server architecture
(1)
decentralized learning
(1)
medical data analysis
(1)
non-iid robustness
(1)
knowledge condensation
(1)
Papers
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
AAAI 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
CVPR 2025
Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images
ECCV 2024
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
ICML 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
MICCAI 2024
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
MICCAI 2024