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Author

Guixu Lin

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Preprint Sep 2026

Programmable World Model

Recent video world models generate increasingly realistic and interactive visual experiences, yet lack reliable mechanisms for maintaining persistent world state and enforcing programmable rules over extended interactions. We introduce Programmable World Model, a framework that decouples world-state evolution from visu...

Zheng-Hui Huang, Gui-Xu Lin, Jia-Cheng Lin et al. · 0 citations
Jul 2026

Generative World Renderer at the Speed of Play

Generative world renderer AlayaRenderer receives structured world states exported from physics engines and synthesizes RGB frames. Unlike models that generate frames from text/control-hints prompts, AlayaRenderer preserves scene structure without altering the underlying world dynamics. This demonstrates an alternative...

Guixu Lin, Zheng-Hui Huang, Siqi Yang et al. · 0 citations
Preprint Aug 2026

Bridging Event Streams and DiT: Event-Guided Video Frame Interpolation

This work proposes an adapter-based framework that incorporates event-derived cues into a pre-trained image-to-video diffusion model with minimal architectural changes and consistently outperforms existing state-of-the-art approaches.

Gui-Xu Lin, Yu-Yang Yu, Xiang Ji et al. · 0 citations

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