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cs.RO2026
LightNav-0: Eliciting VLM Spatial Intelligence for Generalist Embodied Navigation
Shaoan Wang, Aocheng Luo, Fei Huang +17
Embodied navigation requires agents to translate heterogeneous goals and visual observations into actions across tasks, environments, and robot embodiments. Modern vision-language…
cs.RO2025
AeroThrow: An Autonomous Aerial Throwing System for Precise Payload Delivery
Ziliang Li, Hongming Chen, Yiyang Lin +2
Autonomous aerial systems play an increasingly vital role in a wide range of applications, particularly for transport and delivery tasks in complex environments. In airdrop mission…
cs.RO2025
IRS: Instance-Level 3D Scene Graphs via Room Prior Guided LiDAR-Camera Fusion
Hongming Chen, Yiyang Lin, Ziliang Li +3
Indoor scene understanding remains a fundamental challenge in robotics, with direct implications for downstream tasks such as navigation and manipulation. Traditional approaches of…