Meirui Jiang
7 papers · 2021–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(6)
Artificial Intelligence
(4)
Learning Paradigms · Artificial Intelligence
(4)
Computer Vision
(2)
Domain-Specific
(2)
Learning Paradigms · Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
federated learning
(5)
domain adaptation
(2)
non-iid data
(2)
batch normalization
(1)
model merging
(1)
medical image segmentation
(1)
model aggregation
(1)
communication efficiency
(1)
data privacy
(1)
image recognition
(1)
convergence rate
(1)
pre-trained model
(1)
model convergence
(1)
weight interpolation
(1)
client-server architecture
(1)
cross-silo federated learning
(1)
feature harmonization
(1)
federated domain generalization
(1)
personalized learning
(1)
model interpolation
(1)
Papers
Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate
ICLR 2024
Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma Detection
MICCAI 2024
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
NeurIPS 2024
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 2023
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer
WACV 2023
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
AAAI 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
ICLR 2021