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Author

Ming-Hao Yang

2 papers indexed here

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Preprint Sep 2026

SV-WAM: An Efficient Surround-View World-Action Model for End-to-End Autonomous Driving

SV-WAM is proposed, a surround-view world-action model (WAM) that preserves full six-camera observations while maintaining efficient inference and introduces a differentiable drivable-area compliance regularizer that penalizes vehicle-footprint corners approaching or crossing drivable boundaries, improving planning saf...

Jin-Yang Wang, Shi-Wei Li, Jun-Jian Wang et al. · 0 citations
Preprint Aug 2026

AnyWorld: Factorized Egocentric World Models for Cross-Embodiment Generalization

AnyWorld is proposed, a cross-embodiment world modeling framework that expands a single human interaction into diverse robot-native rollouts without paired human-robot demonstrations and enables independent recomposition of embodiment, viewpoint, and scene factors, allowing a single model to generate many robot-domain...

Cheng Chen, J. Bai, Jiacheng Wei et al. · 3 citations

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