Meirui Jiang
7 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Pioneer
Conferences
ICLR (2)
AAAI (1)
CVPR (1)
MICCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
federated learning
(3)
domain adaptation
(1)
medical imaging
(1)
model merging
(1)
medical image segmentation
(1)
model aggregation
(1)
communication efficiency
(1)
data privacy
(1)
image recognition
(1)
pre-trained model
(1)
model convergence
(1)
weight interpolation
(1)
non-iid datum
(1)
client-server architecture
(1)
cross-silo federated learning
(1)
feature harmonization
(1)
federated domain generalization
(1)
model interpolation
(1)
model bia
(1)
client contribution
(1)
Papers
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
NIPS 2024
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
Federated Domain Generalization for Image Recognition via Cross-Client Style Transfer
WACV 2023
Fair Federated Medical Image Segmentation via Client Contribution Estimation
CVPR 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