Abstract: In recent years, cross-device federated learning (FL), particularly in the context of Internet of Things (IoT) applications, has demonstrated its remarkable potential. Despite significant ...

Abstract: Negative sampling is an essential part in knowledge graph embedding, which offers significant advantages to numerous downstream related tasks. There are two kinds of important negatives: ...