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Ming-Ming Yu

3 accepted papers

2026

RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation

ICRA 2026poster

Efficient target localization and autonomous navigation in complex environments are fundamental to real-world embodied applications. While recent advances in multimodal foundation models have enabled zero-shot object goal navigation, allowing robots to search for arbitrary objects without fine-tunin…

2026

SurveilNav: Collaborative Object Goal Navigation with Robot and Surveillance System

ICRA 2026poster

With the growing deployment of surveillance systems in factories, offices, and homes, integrating them with robots offers a promising direction for collaborative and efficient task execution. However, existing approaches largely focus on single-robot scenarios and struggle with multi-view collaborat…

2026

UrbanNav: Learning Language-Guided Embodied Urban Navigation from Web-Scale Human Trajectories

AAAI 2026technical

Navigating complex urban environments using natural language instructions poses significant challenges for embodied agents, including noisy language instructions, ambiguous spatial references, diverse landmarks, and dynamic street scenes. Current visual navigation methods are typically limited to si

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