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Heng Tao Shen

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• Self-Correcting VLA: Online Action Refinement via Sparse World Imagination
• LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems
• BLM$_1$: A Boundless Large Model for Cross-Space, Cross-Task, and Cross-Embodiment Learning