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Yicheng Jiang

3 accepted papers

2026

Learning Structural Latent Points for Efficient Visual Representations in Robotic Manipulation

ICRA 2026poster

Current 3D-aware pretraining methods for embodied perception and manipulation are largely built on differentiable rendering frameworks, producing either fully implicit neural fields or fully explicit geometric primitives. Implicit representations, while expressive, lack explicit structural cues, whe…

2025

CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos

CVPR 2025poster

Navigating dynamic urban environments presents significant challenges for embodied agents, requiring advanced spatial reasoning and adherence to common-sense norms. Despite progress, existing visual navigation methods struggle in map-free or off-street settings, limiting the deployment of autonomous…

2025

Tensegrity Robot Proprioceptive State Estimation With Geometric Constraints

RA-L 2025

Tensegrity robots,characterized by a synergistic assembly of rigid rods and elastic cables, form robust structures that are resistant to impacts. However, this design introduces complexities in kinematics and dynamics, complicating control and state estimation. This work presents a novel propriocept

Cited by 8SourcecodeScholar