Author

Lingxiao Yang

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Open access Aug 2026

Mental bootstrapping enables human-level concept learning in self-supervised deep models

A self-supervised framework that trains models on systematically simplified versions of abstract reasoning tasks containing incomplete but structured concept cues enables models to form internal abstractions under limited resources and later apply them to more complex problems.

Lingxiao Yang, Muyang Lyu, Ying-Jie Wang et al. · Science Advances · 0 citations

#artificial intelligence Preprint Aug 2026

VersaGauss: A Versatile Framework for Generating Multiphase Dynamics with 3D Gaussians

VersaGauss is introduced, a unified framework for generation, simulation, and rendering that supports versatile physics-based dynamic generation, particularly for multiphase interactions, and proposes the Coupled Multiphase Point Method to effectively model and generate multiphase interactions.

Rui Su, Lingxiao Yang, Xiaohua Xie et al. · 1 citation · ⚡1