Author

Ru-Xin Wang

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Preprint Aug 2026

LightAIR: Lightweight Action Inversion and Riemannian Rectification for Text-based Person Anomaly Search

The Lightweight Action Inversion and Riemannian rectification network (LightAIR) is proposed, which introduces textual semantic priors as anchors via a lightweight action inversion operator to extract pure action features, thereby overcoming visual-inherent coupling.

Yulun Zhang, Zixu Li, Zhiwei Chen et al. · 0 citations

#artificial intelligence Preprint Sep 2026

MemCorr-DP: Counterfactual Correspondence Conditioning for a Diffusion Policy Guided by a Reference

Behavior-cloned visuomotor policies can remain accurate near their training distribution yet fail when object position and camera viewpoint change together. A successful reference trajectory contains the geometry needed to transfer the same interaction, but the policy must align that geometry with the current scene and...

Tan Su, Hao-Xiang Yang, Ru-Xin Wang et al. · 0 citations

Preprint Aug 2026

CoGeo-GS: Concept-Driven and Geometry-Aware Multi-Object Removal in 3D Scenes

CoGeo-GS assigns concept-aware semantic tags to Gaussians, enabling flexible object selection and reducing interference between foreground objects and background structures within a single optimization stage, and introduces a geometry-aware completion pipeline that combines monocular depth priors with diffusion-based r...

Yuan-Xiang Ni, Xian-Liang Huang, Chen-Hang Ma et al. · 0 citations