Huancheng Chen
4 papers · 2023–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(4)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
CVPR (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(2)
convergence analysis
(1)
communication efficiency
(1)
convergence rate
(1)
data heterogeneity
(1)
client sampling
(1)
model convergence
(1)
client selection
(1)
non-iid datum
(1)
statistical heterogeneity
(1)
clustered sampling
(1)
mixed-precision quantization
(1)
model compression
(1)
heterogeneous device
(1)
Papers
Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning
NIPS 2024
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices
CVPR 2024
Recovering Labels from Local Updates in Federated Learning
ICML 2024
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation
ICLR 2023