Rui Duan
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(14)
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Paradigms · Artificial Intelligence
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
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 data
(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
NeurIPS 2024
How To Prevent the Poor Performance Clients for Personalized Federated Learning?
CVPR 2023
Multi-task learning with summary statistics
NeurIPS 2023
Generalized Federated Learning via Sharpness Aware Minimization
ICML 2022