Haoran Li

Decoupling denoising and context writing parameters in autoregressive video models unlocks unprecedented long-horizon generation capabilities, extending continuous output to 24 hours from just 5-second training rollouts.

Heterogeneous load forecasting scales efficiently by learning a small bank of low-rank adaptations for a shared probabilistic model, outperforming independent models and monolithic Transformers.