الباحثون

Yuquan Wang

المنشورات 2

نسخة أولية وصول مفتوح

Compact Robot Policies Need Fine-Grained Visual Representations

Nanhe Chen, Runqiu Yang, Jiawei Tang وآخرون · 2026

Multi-task manipulation policies differ in architecture, scale, and pretrained priors all at once, so published comparisons cannot attribute performance to any single component. We argue that most of it comes from the visual representation, and that parameter scale and generative priors are largely incidental. To test …

نسخة أولية وصول مفتوح

WSM-Aware HRI: An IoT-Enhanced Framework for Early Detection and Norm-Guided Repair of Failures with LLM Guidance

Hanlin Zhang, Yuquan Wang, Tianwei Zhang وآخرون · 2026

Human-robot interaction (HRI) failures remain a major barrier to deploying robots in real-world environments. Prior work often treats failures as isolated technical faults or focuses on post-hoc recovery behaviors. In practice, many breakdowns arise because humans and robots operate under inconsistent assumptions about …

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