Lu Yin
~Lu_Yin1
18
论文总数
9.0
年均投稿
平均评分
接收情况10/18
会议分布
ICLR
11
NeurIPS
5
ICML
2
发表论文 (18 篇)
202513 篇
4
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients
ICLR 2025Rejected
4
OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning
ICLR 2025Rejected
4
TODO: Enhancing LLM Alignment with Ternary Preferences
ICLR 2025Poster
4
MRFNet: Multi-Receptive Field Network for Multivariate Time-Series Prediction
ICLR 2025withdrawn
5
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
ICLR 2025Poster
4
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025Poster
4
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
ICLR 2025withdrawn
4
The Curse of Depth in Large Language Models
NeurIPS 2025Poster
4
LIFT the Veil for the Truth: Principal Weights Emerge after Rank Reduction for Reasoning-Focused Supervised Fine-Tuning
ICML 2025Poster
4
SEBRA : Debiasing through Self-Guided Bias Ranking
ICLR 2025Poster
4
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
NeurIPS 2025Poster
3
Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning
NeurIPS 2025Rejected
4
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
NeurIPS 2025Poster
20245 篇
3
Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity
ICLR 2024Rejected
5
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
ICLR 2024Rejected
3
NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization
ICLR 2024Poster
3
BiDST: Dynamic Sparse Training is a Bi-Level Optimization Problem
ICLR 2024Rejected
3
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
NeurIPS 2024Poster