Charlie Hou
3 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
federated learning
(2)
policy optimization
(1)
direct preference optimization
(1)
synthetic data generation
(1)
global optimization
(1)
convergence rate
(1)
client heterogeneity
(1)
on-device training
(1)
communication cost
(1)
local optimization
(1)
large language model
(1)
llms
(1)
communication-intensive
(1)
differentially private synthetic data
(1)
private distributed data
(1)
client feedback
(1)
dp synthetic data
(1)