الباحثون

Mingqi Yuan

المنشورات 2

نسخة أولية وصول مفتوح

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

Guoqing Ma, Mingqi Yuan, Chen Gao وآخرون · 2026

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 …

نسخة أولية وصول مفتوح

FAN: Foresight Action Normalization for Continual Adaptation of Vision-Language-Action Models

Yijun Hong, Jiarun Zhu, Xiaoquan Sun وآخرون · 2026

Vision-Language-Action (VLA) models pre-trained on large-scale, closed datasets have demonstrated remarkable success across diverse robotic manipulation tasks. However, their long-term real-world deployment necessitates continuously acquiring new skills while retaining previously learned capabilities. While pioneering …

المؤلفون المشاركون