Author

Yi-Hua Du

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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. · 12 citations

Preprint Aug 2026

ReWorld: An Interactive World Model with Long-Horizon Memory

ReWorld separates the two during training and bounds them at inference, and under a three-axis protocol covering action following, long-horizon recall, and video quality, against six recent interactive world models it attains the best control fidelity.

Zhi-Fei Chen, Luo-Zhou Wang, Gui-Bao Shen et al. · 7 citations · ⚡1