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Guo-Qing Ma

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#artificial intelligence Preprint Sep 2026

HiWE: Hierarchical World Knowledge Model with Visual Keypoint Enhancement for Zero-Shot 3D Path Planning

Robot demonstration generation requires a system to identify where an interaction should occur, plan a feasible motion, and execute the required contact. HiWE connects these decisions through a point-based interface between visual grounding and language-based planning. PointVLM is instruction-tuned to associate task-re...

Guo-Qing Ma, Ming-Qi Yuan, Chen Gao et al. · 0 citations

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