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Shangyi Luo

3 accepted papers

2026

CAUSALNAV: A Long-Term Embodied Navigation System for Autonomous Mobile Robots in Dynamic Outdoor Scenarios

RA-L 2026

Autonomous language-guided navigation in large-scale outdoor environments remains a key challenge in mobile robotics, due to difficulties in semantic reasoning, dynamic conditions, and long-term stability. We propose CausalNav, the first scene graph-based semantic navigation framework tailored for d

Cited by 2SourceScholar
2026

GSON: A Group-Based Social Navigation Framework with Large Multimodal Model

ICRA 2026poster

With the increasing presence of service robots and autonomous vehicles in human environments, navigation systems need to evolve beyond simple destination reach to incorporate social awareness. This paper introduces GSON, a novel group-based social navigation framework that leverages Large Multimodal…

2025

GSON: A Group-Based Social Navigation Framework With Large Multimodal Model

RA-L 2025

With the increasing presence of service robots and autonomous vehicles in human environments, navigation systems need to evolve beyond simple destination reach to incorporate social awareness. This paper introduces <sc xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/199

Cited by 10SourceScholar