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Author

Yi-Sheng He

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Preprint Sep 2026

EgoAlign: Bridging the Human-Humanoid Gap for Long-Range Loco-Manipulation

Egocentric human demonstrations offer an accessible source of task experience, but differences in body scale and controller response, together with missing robot states, limit their value as humanoid training supervision. We present EgoAlign, a data-construction framework that converts these demonstrations into action...

Yi-Ming Jiang, Jin Chen, Chong-Yang Xu et al. · 0 citations
Open access Aug 2026

MulSMo: Multimodal Stylized Motion Generation by Bidirectional Control Flow

Generating motion sequences conforming to a target style while adhering to the given content prompts requires accommodating both the content and style. In existing methods, the information usually only flows from style to content, which may cause conflict between the style and content, harming the integration. Differen...

Zhe Li, Yi-Sheng He, Lei Zhong et al. · 19 citations · ⚡2
Dec 2024

MulSMo: Multimodal Stylized Motion Generation by Bidirectional Control Flow

This work builds a bidirectional control flow between the style and the content, also adjusting the style towards the content, in which case the style-content collision is alleviated and the dynamics of the style is better preserved in the integration.

Zhe Li, Yisheng He, Lei Zhong et al. · 0 citations

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