Author

Ye Huang

h-index 4 View on Semantic Scholar

We have 2 of 17 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence

High-compression tokenizers are essential for scaling latent image generative models. However, aggressive compression creates a fundamental tradeoff between reconstruction fidelity and generation efficiency: high compression image encoder always increases the learning difficulty of diffusion training, resulting in slow...

Xue-Zheng Huang, Ye Huang, Zi-Jun Liao et al. · 0 citations

Jul 2026

FVAttn: Adaptive Sparse Attention with Runtime Load Balancing for Video Generation

This work presents \method, a training-free sparse-attention system that improves the distributed execution efficiency of adaptive sparse attention under multi-GPU sequence parallelism.

Hao Liu, Chenghua Huang, Ye Huang et al. · arXiv.org · 0 citations