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Lu Yin
Lu Yin
9
papers
362
total citations
papers (9)
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
ICML 2024
arXiv
152
citations
Sparse Training via Boosting Pruning Plasticity with Neuroregeneration
NEURIPS 2021
arXiv
135
citations
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
ICLR 2025
arXiv
26
citations
Dynamic Sparsity Is Channel-Level Sparsity Learner
NEURIPS 2023
arXiv
26
citations
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025
arXiv
20
citations
MagShield: Towards Better Robustness in Sparse Inertial Motion Capture Under Magnetic Disturbances
ICCV 2025
arXiv
2
citations
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
NEURIPS 2025
arXiv
1
citations
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
ICML 2024
0
citations
Advancing Dynamic Sparse Training by Exploring Optimization Opportunities
ICML 2024
0
citations