Abstract: Efficient and accurate multi-modal data transmission remains a key challenge in semantic communications. Existing research has overlooked the multi-level semantic similarity inherent in ...

Abstract: Existing methods based on graph convolutional network often struggle with large-scale graphs due to their high computing consumption and inefficiency. Although strategies such as edge ...