Author

Ze-Lin Gao

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#diffusion models Preprint Sep 2026

DSAQuant: Denoising-Stage-Aligned Quantization-Aware Training for Video Generation

Video diffusion models (VDMs) have achieved impressive progress in text-to-video generation, but their high memory and computational costs hinder practical deployment. Quantization-aware training (QAT) is an effective solution for compressing and accelerating advanced generative models without runtime overhead at infer...

Shuai-Ting Li, Ze-Lin Gao, Haijie Shen et al. · 0 citations

Preprint Jul 2026

Infinite Worlds with Versatile Interactions

The integration of an agentic harness within the domain of world modeling is pioneered, wherein a pilot agent is tasked with planning and executing character behaviors, while a director agent is responsible for synthesizing novel environmental elements as the scene progresses.

Zelin Gao, Qiuyu Wang, Jiapeng Zhu et al. · 12 citations · ⚡4