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John Nguyen — most-cited papers & profile · Recommender Systems
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John Nguyen
10
papers ·
99
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning with Buffered Asynchronous Aggregation
2021 · 37 citations
Papaya: Practical, Private, and Scalable Federated Learning
2021 · 29 citations
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
2022 · 4 citations
Now It Sounds Like You: Learning Personalized Vocabulary On Device
2023 · 2 citations
OneFlow: Concurrent Mixed-Modal and Interleaved Generation with Edit Flows
2025
Oneflow: Concurrent Mixed-modal And Interleaved Generation With Edit Flows
2025
Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity
2022
On Noisy Evaluation in Federated Hyperparameter Tuning
2022
Topics
Federated Learning
Privacy
Optimization
Data Heterogeneity
Audio Generation
3D & NeRF Generation
Text-to-Image
Training & Sampling
Vision-Language Models
Security