Author

Tao Wei

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Preprint Sep 2026

LiAuto-MindViT: A Hybrid Vision Backbone with Adaptive Bidirectional Mamba

While Mamba-based models have shown strong potential for long sequence modeling, adapting them to vision is challenging due to the requirement of local neighborhood correlations and multi-directional spatial contexts for visual understanding. In this paper, we present LiAuto-MindViT, a novel hybrid vision backbone that...

Li Mu, Shuai Chen, Wen Zheng et al. · 0 citations

Preprint Aug 2026

ChainSpace: A Chained-Reasoning Paradigm for Spatial Intelligence

The introduction of ChainSpace, a chained-reasoning paradigm that structures spatial reasoning as a state-preserving multi-round process, is introduced as an effective paradigm for more faithful evaluation and more data-efficient learning of spatial intelligence.

Xiao-Han Zhang, Feng Gu, Xudong Rao et al. · 0 citations