الباحثون

Naisheng Ye

المنشورات 2

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Do Better Visual Representations Always Lead to Better End-to-End Autonomous Driving?

Zihao Zhang, Haochen Tian, Tianyu Li وآخرون · 2026

Visual foundation models (VFMs) are increasingly integrated into end-to-end autonomous driving for their powerful representations, yet it remains unclear when these representations improve driving performance. To investigate this question, we introduce ViRA, a planner-agnostic visual representation alignment framework …

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HACo: Learning Haptic Active Compliance for Force-Aware Dexterous Manipulation

Naisheng Ye, Yinzhe Zhou, Junkai Zhao وآخرون · 2026

Contact-rich dexterous manipulation requires policies that translate physical feedback into motion commands while regulating interaction loads across evolving multi-contact interactions. This requires haptic observations of contact state and action supervision showing how commands should adapt. Existing policies often …

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