Pengxin Guo

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authored a paper 7 months ago

Exploring Federated Pruning for Large Language Models

Paper • 2505.13547 • Published May 19 • 14

authored a paper 10 months ago

Exploring the Vulnerabilities of Federated Learning: A Deep Dive into Gradient Inversion Attacks

Paper • 2503.11514 • Published Mar 13 • 18

authored 4 papers about 1 year ago

A New Federated Learning Framework Against Gradient Inversion Attacks

Paper • 2412.07187 • Published Dec 10, 2024 • 3

Selective Aggregation for Low-Rank Adaptation in Federated Learning

Paper • 2410.01463 • Published Oct 2, 2024 • 18

Tackling Data Heterogeneity in Federated Learning via Loss Decomposition

Paper • 2408.12300 • Published Aug 22, 2024

Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting

Paper • 2401.04148 • Published Jan 8, 2024