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Lydia Y. Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Lydia Y. Chen
25
papers ·
72
citations ·
28
h-index
University of Toronto · Hospital of the University of Pennsylvania · University of Neuchâtel · Delft University of Technology
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Most-cited papers
Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
2021 · 26 citations
AGIC: Approximate Gradient Inversion Attack on Federated Learning
2022 · 21 citations
Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning
2021 · 5 citations
An Exploratory Analysis on Users' Contributions in Federated Learning
2020 · 4 citations
VT-GAN: Cooperative Tabular Data Synthesis using Vertical Federated Learning
2023 · 3 citations
Asynchronous Byzantine Federated Learning
2024 · 2 citations
Fabricated Flips: Poisoning Federated Learning without Data
2022 · 1 citations
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets
2022 · 1 citations
Gradient Inversion of Federated Diffusion Models
2024 · 1 citations
Parameterizing Federated Continual Learning for Reproducible Research
2024 · 1 citations
Go With The Flow: Churn-Tolerant Decentralized Training of Large Language Models
2025
TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models
2025
Federated Time Series Generation on Feature and Temporally Misaligned Data
2024
Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning
2024
Aergia: Leveraging Heterogeneity in Federated Learning Systems
2022
Top co-authors
J\'er\'emie Decouchant
· 8
Jiyue Huang
· 6
Bart Cox
· 4
Stefanie Roos
· 4
Aditya Shankar
· 3
Zilong Zhao
· 3
Aad van Moorsel
· 2
Abele M\u{a}lan
· 2
Zilong Zhao
· 2
Aditya Kunar
· 1
Bart Cox
· 1
Caspar Meijer
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Adversarial Attacks