Luyuan Xie
6 papers · 2024–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Learning Paradigms · Artificial Intelligence
(3)
Healthcare & Medicine
(2)
Clinical
(2)
Learning Types · Deep Learning
(2)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
federated learning
(3)
knowledge distillation
(2)
privacy preservation
(1)
model aggregation
(1)
medical image analysis
(1)
communication efficiency
(1)
personalized model
(1)
mixture of expert
(1)
non-iid data
(1)
client-server architecture
(1)
decentralized learning
(1)
medical data analysis
(1)
heterogeneous client
(1)
medical data
(1)
non-iid robustness
(1)
knowledge condensation
(1)
generalizability
(1)
contrastive learning
(1)
Papers
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
CVPR 2025
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
AAAI 2025
Divide and Fuse: Body Part Mesh Recovery from Partially Visible Human Images
ECCV 2024
MH-pFLGB: Model Heterogeneous personalized Federated Learning via Global Bypass for Medical Image Analysis
MICCAI 2024
MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis
ICML 2024
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation
MICCAI 2024