Lei Wu

11

Papers

25

Total Citations

Papers (11)

BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices

SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity

A duality framework for analyzing random feature and two-layer neural networks

SOM: Semantic Obviousness Metric for Image Quality Assessment

Why Do You Grok? A Theoretical Analysis on Grokking Modular Addition

Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling

How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective

Global Convergence of Gradient Descent for Deep Linear Residual Networks

The alignment property of SGD noise and how it helps select flat minima: A stability analysis

Theoretical Analysis of the Inductive Biases in Deep Convolutional Networks

The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects