HAN Lab's O(n log n) static sparse attention (NeurIPS 2025) exploiting spatiotemporal energy decay in video diffusion — a drop-in that plugs into Wan and HunyuanVideo, part of the lab's long-context / video-efficiency attention line (with DuoAttention and XAttention).

Paper

efficiencyvideoresearch