most citedRethinking Security in Semantic Communication: Latent Manipulation as a New Threat

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cs.NI2025

Mentor-Telemachus Bond: Transferring Knowledge in Semantic Communication via Contrastive Learning

Zhiyuan Xi, Kun Zhu, Yuanyuan Xu +1

Encoder, decoder and knowledge base are three major components for semantic communication. Recent advances have achieved significant progress in the encoder-decoder design. However…

cs.NI2025

Se-HiLo: Noise-Resilient Semantic Communication with High-and-Low Frequency Decomposition

Zhiyuan Xi, Kun Zhu, Yuanyuan Xu

Semantic communication has emerged as a transformative paradigm in next-generation communication systems, leveraging advanced artificial intelligence (AI) models to extract and tra…