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Stacy Patterson — most-cited papers & profile · Federated Learning
← authors
·
overview
Stacy Patterson
13
papers ·
36
citations
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Most-cited papers
A Differentially Private Blockchain-Based Approach for Vertical Federated Learning
2024 · 8 citations
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
2022 · 5 citations
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
2024 · 5 citations
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
2021 · 4 citations
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023 · 4 citations
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
2025 · 2 citations
Flexible Vertical Federated Learning with Heterogeneous Parties
2022 · 2 citations
Improving Parameter-Efficient Federated Learning with Differentially Private Refactorization
2026
PBM-VFL: Vertical Federated Learning with Feature and Sample Privacy
2025
Top co-authors
Timothy Castiglia
· 5
Linh Tran
· 4
Shiqiang Wang
· 4
Anirban Das
· 2
Aaron Zachariah
· 1
Ana Milanova
· 1
Ana Milanova
· 1
Ana Milanova
· 1
Changting Lin
· 1
Haiqin Weng
· 1
Ka-Ho Chow
· 1
Lei Yu
· 1
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