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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Zhengwei Xu

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Conference Aug 2026

Dual-Prior Generative Augmentation for Few-Shot Specific Emitter Identification

Specific emitter identification (SEI) provides physical-layer device authentication by exploiting hardwareinduced radio frequency fingerprints (RFFs). However, deep learning-based SEI methods face severe performance degradation when labeled samples are scarce due to high collection costs and dynamic deployment conditio...

Wangze Zhang, Zheng-Wei Xu · 0 citations
2026

Neighbor Exclusion-Based Graph Neural Network for Sequential Channel Allocation in Wireless Local Area Networks

Dynamic channel allocation in wireless local area networks (WLANs) is essential for mitigating co-channel interference and satisfying time-varying traffic demands under limited spectrum resources. Beyond optimizing each network snapshot, an effective allocation scheme should preserve temporal continuity to avoid excess...

Zheng-Wei Xu, Li Liu, Chang-Mao Wu et al. · 0 citations

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