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Author

Shi-Qiang Zhu

2 papers indexed here

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Oct 2026

Collision-aware and geometry-refined grasp generation for cluttered scenes

An integrated modular approach that decouples collision reasoning, feature extraction and refinement is introduced, which significantly enhances grasping robustness and physical consistency in cluttered scenes.

Hui-Xuan Yang, Wen Wang, Wei Song et al. · 0 citations
Open access Sep 2026

Multi-Step Obstruction Reasoning for Target-Oriented Grasp Sequence Generation in Cluttered Scenes

Retrieving target objects in severe clutter requires multi-step reasoning to establish valid obstacle removal sequences. While recent Vision–Language Models (VLMs) have advanced instruction-driven clutter grasping, existing paradigms lack explicit construction of graph-constrained grasp sequences encompassing canonical...

Hui-Xuan Yang, Shi-Qiang Zhu, Yu-Hua Zheng et al. · 0 citations

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