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Author

Zheng-Ru Fang

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Preprint Sep 2026

Task-Oriented Communications for Edge-Assisted Multi-View Localization

Unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs) often lose satellite positioning in urban canyons, indoor facilities, and jammed or spoofed environments, making vision-based matching with geo-tagged databases important for absolute positioning. However, limited onboard computation and energy often r...

Zheng-Ru Fang, Huanhuan Lou, Sen-Kang Hu et al. · 0 citations
Preprint Jul 2026

Harness VLA: Steering Frozen VLAs into Reliable Manipulation Primitives via Memory-Guided Agents

Hness VLA is presented, a memory-augmented agentic framework that exposes a frozen VLA as a retryable contact-rich primitive and composes it with a small fixed library of analytic primitives for grounding, staging, transport, navigation, and release.

Yixian Zhang, Huan Zhang, Feng Gao et al. · 8 citations · ⚡2

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