48 citations · 127 across the 28 of their papers we have counts for
5 papers · 1 filter
Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning
Yong Xiao, Zijian Sun, Guangming Shi +1
Semantic communication has recently attracted significant interest from both industry and academia due to its potential to transform the existing data-focused communication archite…
Life-long Learning for Reasoning-based Semantic Communication
Jingming Liang, Yong Xiao, Yingyu Li +2
Semantic communication is an emerging paradigm that focuses on understanding and delivering semantics, or meaning of messages. Most existing semantic communication solutions define…
Reasoning on the Air: An Implicit Semantic Communication Architecture
Yong Xiao, Yingyu Li, Guangming Shi +1
Semantic communication is a novel communication paradigm which draws inspiration from human communication focusing on the delivery of the meaning of a message to the intended users…
ModulE: Module Embedding for Knowledge Graphs
Jingxuan Chai, Guangming Shi
Knowledge graph embedding (KGE) has been shown to be a powerful tool for predicting missing links of a knowledge graph. However, existing methods mainly focus on modeling relation…
Rate-Distortion Theory for Strategic Semantic Communication
Yong Xiao, Xu Zhang, Yingyu Li +2
This paper analyzes the fundamental limit of the strategic semantic communication problem in which a transmitter obtains a limited number of indirect observation of an intrinsic se…