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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.RO2026

Light-Loco-Parkour: Versatile Perceptive Whole-Body Locomotion via Multi-Skill Distillation

Hongming Chen, Zhuoran Li, Hongxi Wang +9

Existing humanoid whole-body control systems still fall short of the way humans move through cluttered terrain: they either track expressive whole-body references without terrain g…

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…

cs.RO2025

Whole-Body Integrated Motion Planning for Aerial Manipulators

Weiliang Deng, Hongming Chen, Biyu Ye +3

Expressive motion planning for Aerial Manipulators (AMs) is essential for tackling complex manipulation tasks, yet achieving coupled trajectory planning adaptive to various tasks r…