Leiyang Xu
1 indexed paper
Recent (6 mo)
1With code
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126
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Signal Processing×1AI×1ML×1
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2026
SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction
The paper introduces SpikeWFM, a novel hybrid architecture combining spiking neural networks (SNNs) and transformers, which significantly improves the robustness and accuracy of wireless foundation models for channel prediction against noise and interference.
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Papers
eess.SPcs.AIcs.LGRecentMay 28, 2026
SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction
Liwen Jing, Yisha Lu, Tingting Yang, Li Sun +4 more
The paper introduces SpikeWFM, a novel hybrid architecture combining spiking neural networks (SNNs) and transformers, which significantly improves the robustness and accuracy of wireless foundation mo…
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