Yifan Shi
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
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Research topics
Keywords
non-convex optimization
(3)
sharpness-aware minimization
(2)
federated learning
(2)
decentralized learning
(2)
gradient perturbation
(2)
generalization error
(1)
personalized model
(1)
differentially private federated learning
(1)
weight perturbation robustness
(1)
personalized federated learning
(1)
model consistency
(1)
peer-to-peer communication
(1)
client-level privacy
(1)
gradient push
(1)
uniform stability
(1)
loss landscape
(1)
gradient estimation
(1)
Papers
Understanding the Stability-based Generalization of Personalized Federated Learning
ICLR 2025
Decentralized Directed Collaboration for Personalized Federated Learning
CVPR 2024
Improving the Model Consistency of Decentralized Federated Learning
ICML 2023
Make Landscape Flatter in Differentially Private Federated Learning
CVPR 2023