ENTITY
Li Xia
Li Xia
PulseAugur coverage of Li Xia — every cluster mentioning Li Xia across labs, papers, and developer communities, ranked by signal.
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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New NL-SME method enhances gradient inversion attacks in federated learning
Researchers have developed NL-SME, a novel method designed to counter multi-step gradient inversion attacks in federated learning. This approach constructs a learnable nonlinear surrogate trajectory to approximate hidde…
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SPARK method accelerates decentralized federated learning with stable NTK updates
Researchers have developed SPARK, a novel method to improve the convergence speed and stability of decentralized federated learning (DFL) under heterogeneous data conditions. SPARK utilizes a stage-wise annealed soft-la…