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Author

Qian Ning

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Open access Aug 2026

MDRAN: a multi-source dual-refining adaptation network for source-free domain adaptation guided by vision-language-model

This work proposes a novel criterion, termed Maximum Refinement Decision score (MRD-score), which replaces softmax with median centering to normalize source models’ predictions along both positive and negative axes, thereby harnessing both affirmative and complementary guidance.

Bing-Tao Zhou, Mian Xiang, Qian Ning · 0 citations
2026

QoS-Aware Joint Subcarrier and Power Allocation for OFDM-ISAC V2X Systems

This paper investigates joint subcarrier and power allocation for a multi-user Orthogonal Frequency Division Multiplexing (OFDM)-based Integrated Sensing and Communication (ISAC) system in Vehicle-to-Everything (V2X) environments. The goal is to maximize a weighted sum of the capped effective radar Signal-to-Noise Rati...

Jia-Hao Zheng, Xinhao Chen, Lin-Yu Huang et al. · 1 citation

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