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Jiahang Liu

6 accepted papers

2026

Embodied Navigation Foundation Model

ICLR 2026poster

Navigation is a fundamental capability in embodied AI, representing the intelligence required to perceive and interact within physical environments. To achieve such intelligence, recent advanced works leverage Vision-Language Models (VLMs), which demonstrate strong generalizability and possess a wel…

Cited by 0SourcecodeScholar
2026

NavGSim: High-Fidelity Gaussian Splatting Simulator for Large-Scale Navigation

ICRA 2026poster

Simulating realistic environments for robots is widely recognized as a critical challenge in robot learning, particularly in terms of rendering and physical simulation. This challenge becomes even more pronounced in navigation tasks, where trajectories often extend across multiple rooms or even enti…

2026

Precise Hand-Arm Teleoperation of Dexterous Robotic Manipulator via Markerless Vision and High Density sEMG Fusion

RA-L 2026

Teleoperation is crucial for robots in human-robot interaction and collaboration. It requires multi-scale human movement intention mapping in a natural and precise way to complete tasks. However, current human intention mapping methods for human-robot interface based only on vision or physiological

Cited by 1SourceScholar
2026

TopoMesh: High-Fidelity Mesh Autoencoding via Topological Unification

CVPR 2026

The dominant paradigm for high-fidelity 3D generation relies on a VAE-Diffusion pipeline, where the VAE's reconstruction capability sets a firm upper bound on generation quality. A fundamental challenge limiting existing VAEs is the representation mismatch between ground-truth meshes and network pre

Cited by 0SourceScholar
2026

TrackVLA++: Unleashing Reasoning and Memory Capabilities in VLA Models for Embodied Visual Tracking

ICRA 2026poster

Embodied Visual Tracking (EVT) is a fundamental ability that underpins practical applications, such as companion robots, guidance robots and service assistants, where continuously following moving targets is essential. Recent advances have enabled language-guided tracking in complex and unstructured…