Qing Qu

13

Papers

28

Total Citations

Papers (13)

SITCOM: Step-wise Triple-Consistent Diffusion Sampling For Inverse Problems

Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling

Attention-Only Transformers via Unrolled Subspace Denoising

A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective

Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models

Symmetric Matrix Completion with ReLU Sampling

The Emergence of Reproducibility and Consistency in Diffusion Models

Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation

A Global Geometric Analysis of Maximal Coding Rate Reduction

Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture

Optimal Eye Surgeon: Finding image priors through sparse generators at initialization

Generalized Neural Collapse for a Large Number of Classes

Neural Collapse in Multi-label Learning with Pick-all-label Loss