Rui Duan
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Cross-Pollinator
(5)
β
The Questioner
Conferences
NIPS (2)
CVPR (1)
ICML (1)
Top co-authors
Keywords
sharpness aware minimization
(2)
federated learning
(2)
feature extraction
(1)
gradient descent
(1)
distribution shift
(1)
generalization bound
(1)
personalized model
(1)
node classification
(1)
client heterogeneity
(1)
model generalization
(1)
non-iid datum
(1)
spectral graph neural network
(1)
graph convolution
(1)
filter ensemble
(1)
polynomial filter
(1)
personalized federated learning
(1)
adaptive parameter selection
(1)
model personalization
(1)
local optimizer
(1)
summary statistic
(1)
Papers
Unifying Homophily and Heterophily for Spectral Graph Neural Networks via Triple Filter Ensembles
NIPS 2024
Multi-task learning with summary statistics
NIPS 2023
How To Prevent the Poor Performance Clients for Personalized Federated Learning?
CVPR 2023
Generalized Federated Learning via Sharpness Aware Minimization
ICML 2022