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Fujing Xie

4 accepted papers

2026

OsmAG-LLM: Zero-Shot Open-Vocabulary Object Navigation Via Semantic Maps and Large Language Models Reasoning

ICRA 2026poster

Recent open-vocabulary robot mapping methods enrich dense geometric maps with pre-trained visual-language features, achieving a high level of detail and guiding robots to find objects specified by open-vocabulary language queries. While the issue of scalability for such approaches has received some …

2026

osmAG-LLM: Zero-Shot Open-Vocabulary Object Navigation via Semantic Maps and Large Language Models Reasoning

RA-L 2026

Recent open-vocabulary robot mapping methods enrich dense geometric maps with pre-trained visual-language features, achieving a high level of detail and guiding robots to find objects specified by open-vocabulary language queries. While the issue of scalability for such approaches has received some

Cited by 5SourcecodeScholar
2025

Intelligent LiDAR Navigation: Leveraging External Information and Semantic Maps with LLM as Copilot

IROS 2025

Traditional robot navigation systems primarily utilize occupancy grid maps and laser-based sensing technologies, as demonstrated by the popular move_base package in ROS. Unlike robots, humans navigate not only through spatial awareness and physical distances but also by integrating external informat

Cited by 4SourcecodeScholar