ComHymba introduces a domain-informed wireless foundation model with Hymba blocks for linear-complexity CSI modeling, reporting accuracy gains on eight downstream tasks and up to 3.3x inference speedup over Transformers.
ST-LLM: Multi-scenario adaptation and multi-task learning wireless large language model,
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ComHymba: Low-Complexity Domain-Informed Foundation Model for Wireless Communications
ComHymba introduces a domain-informed wireless foundation model with Hymba blocks for linear-complexity CSI modeling, reporting accuracy gains on eight downstream tasks and up to 3.3x inference speedup over Transformers.