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Luyang Liu — most-cited papers & profile · Large Language Models
← authors
·
overview
Luyang Liu
6
papers ·
238
citations ·
23
h-index
Google (United States) · Google DeepMind (United Kingdom) · Ocean University of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
2022 · 44 citations
Local Adaptivity in Federated Learning: Convergence and Consistency
2021 · 21 citations
Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates
2021 · 5 citations
GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learning
2024 · 1 citations
RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs
2024
Topics
Federated Learning
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Data Heterogeneity
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Model-Based RL