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Haoxiang Fu

3 accepted papers

2026

Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation

CVPR 2026

Vision-Language Models (VLMs), leveraging their powerful visual perception and reasoning capabilities, have been widely applied in Unmanned Aerial Vehicle (UAV) tasks.However, the spatial intelligence capabilities of existing VLMs in UAV scenarios remain largely unexplored, raising concerns about th

Cited by 0SourcecodeScholar
2026

SEF-MAP: Subspace-Decomposed Expert Fusion for Robust Multimodal HD Map Prediction

ICRA 2026poster

High-definition (HD) maps are essential for autonomous driving, yet multi-modal fusion often suffers from inconsistency between camera and LiDAR modalities, leading to performance degradation under low-light conditions, occlusions, or sparse point clouds. To address this, we propose SEF-MAP, a Subsp…

2026

What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions

AAAI 2026technical

Embodied navigation is a fundamental capability that enables embodied agents to effectively interact with the physical world in various complex environments. However, a significant gap remains between current embodied navigation tasks and real-world requirements, as existing methods often struggle t

Cited by 0SourcePDFScholar