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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xianghao Kong

HKUST

h-index 6 Homepage View on Semantic Scholar

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Preprint Sep 2026

Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout

Mask Forcing, a Dual-Noise Masking Rollout strategy that perturbs the AR student self-rollout to mitigate mode collapse induced by reverse-KL mode seeking, improves multiple AR video diffusion distillation methods with higher visual quality efficiently, without incorporating real video data or additional post-training...

Zhuo-Ran Zhao, Sheng-Ju Qian, Tong-Tong Liang et al. · 2 citations
Preprint Sep 2026

SolarWM: Open Data and Scalable Training for Long-Horizon Video World Models

SolarWM, a fully open foundation for building interactive video world models from data preparation through long-horizon inference, is introduced, providing a reproducible and extensible foundation for interactive world-model research.

Jun-Chao Huang, Guian Fang, Sheng-Ju Qian et al. · 8 citations

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