Yujun Lin

QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity