Author

Qi Zhu

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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

Preprint Aug 2026

One Query, Many Scales: Sparse Mixture-of-Experts for Efficient Hierarchical Cross-View Geo-Localization

This work introduces GeoMoE, a sparse mixture-of-experts dual encoder that decouples global multi-scale representation learning from local hierarchical search, and introduces VIGOR-M, a four-city benchmark with an explicit parent--child satellite hierarchy and held-out half-step galleries for single-resolution, cross-r...

Ruijie Fan, Jun-Yan Ye, Qi Zhu et al. · 0 citations

Jul 2026

MoWorld: A Flash World Model

MoWorld is the first real-time interactive World Model built on the Neural Processing Unit (NPU) and can achieves up to 50 FPS in such the devices, enabling practical and efficient deployment at scale.

Team Moxin, Deyi Ji, Tianrun Chen et al. · arXiv.org · 1 citation