Jintao Zhang

[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.

TurboDiffusion: 100–200× Acceleration for Video Diffusion Models

Large Language Model (LLM) Systems Paper List

[ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

Curated collection of papers in machine learning systems