Zhigang Hu
4 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (3)
CVPR (1)
Top co-authors
Keywords
federated learning
(3)
server aggregation
(2)
style transfer
(1)
prototype learning
(1)
synthetic aperture radar
(1)
model aggregation
(1)
non-iid datum
(1)
hierarchical feature
(1)
negative transfer
(1)
prototype clustering
(1)
client aggregation
(1)
personalized federated learning
(1)
personalized learning
(1)
layer-wise adaptation
(1)
model personalization
(1)
layer-wise aggregation
(1)
conflict mitigation
(1)
classifier collaboration
(1)
intra-class similarity
(1)
client distribution
(1)
Papers
HiFC-GAN: Hierarchical Feature-Constrained GAN for Optical-to-SAR Transfer in SAR Target Classification
AAAI 2026
Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning
AAAI 2026
ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning
AAAI 2025
FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning
CVPR 2025