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Bo-Kai Xu

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Preprint Oct 2026

HintKD: Hint Knowledge Distillation for Bandwidth-Constrained Cloud-Edge Inference

Collaborative inference between the edge cloud and user equipment (UE) is a promising paradigm for deploying large deep neural networks (DNNs) in 6G networks. However, existing cloud-edge inference and distillation schemes often require the real-time transmission of high-dimensional intermediate features or soft probab...

Wan-Ling Luo, Jia-Yi Zhang, Bo-Kai Xu et al. · 0 citations
Conference Aug 2026

Geometric-Projection-Based Rate Optimization for Multi-UAV Deployment and Power Allocation in Satellite-Assisted Cell-Free Massive MIMO

Unmanned aerial vehicle (UAV)-assisted communications have emerged as a promising approach to enhance wireless network performance. However, a key challenge that remains insufficiently addressed in existing studies is the enforcement of minimum safety distance among UAVs, which is crucial for practical deployment in re...

Yuan-Yi Huang, Jia-Yi Zhang, Bo-Kai Xu · 0 citations

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