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Lydia Y. Chen

TS-Inverse: A Gradient Inversion Attack Tailored for Federated Time Series Forecasting Models

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Mar 26, 2025
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WaveStitch: Flexible and Fast Conditional Time Series Generation with Diffusion Models

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Mar 08, 2025
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Multigraph Message Passing with Bi-Directional Multi-Edge Aggregations

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Nov 29, 2024
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MPQ-Diff: Mixed Precision Quantization for Diffusion Models

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Nov 28, 2024
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Federated Time Series Generation on Feature and Temporally Misaligned Data

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Oct 28, 2024
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Parameterizing Federated Continual Learning for Reproducible Research

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Jun 04, 2024
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Asynchronous Byzantine Federated Learning

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Jun 03, 2024
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Asynchronous Multi-Server Federated Learning for Geo-Distributed Clients

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Jun 03, 2024
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Share Your Secrets for Privacy! Confidential Forecasting with Vertical Federated Learning

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May 31, 2024
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Gradient Inversion of Federated Diffusion Models

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May 30, 2024
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