Author

Xiang-Dong Zhang

2 papers indexed here

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Preprint Oct 2026

IntactWorld: Joint World Modeling with Intact Features

While recent video generation models synthesize highly realistic visuals, they lack a genuine understanding of intrinsic real-world logic. Existing methods attempt to understand the world by internalizing diverse world knowledge, yet constrained by computational overhead or dimensionality alignment, their learning proc...

Bo Tan, Xiang-Dong Zhang, Yan Xia et al. · 0 citations

#machine learning Preprint Sep 2026

Write Back the $\Delta$: Revisiting the Same Tokens with Fresh Representations

ReFlux is introduced, a learnable feedback graph that dynamically selects and composes increment-carrying routes that establishes ReFlux as an efficient paradigm for unlocking the latent computational potential of LLMs, allowing them to revisit the same tokens with fresh representations.

Wen Ye, An-Ning Hu, Xiang-Dong Zhang et al. · 0 citations