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Yirong Yang

3 accepted papers

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

Cited by 0SourcePDFScholar
2025

C-NAV: Towards Self-Evolving Continual Object Navigation in Open World

NeurIPS 2025poster

Embodied agents are expected to perform object navigation in dynamic, open-world environments. However, existing approaches typically rely on static trajectories and a fixed set of object categories during training, overlooking the real-world requirement for continual adaptation to evolving scenario…

Cited by 0SourcecodeScholar